Title: Robotics Device for Borewell Rescue Operation. Category: Disaster Management. Subcategory: Hardware. Organization: Ministry of Home Affairs. Description: A robotics device for borewell rescue operation for NDRF can be a valuable tool to assist in the rescue of individuals who are trapped in a borewell. These devices can be equipped with cameras, sensors, and other tools that can be used to locate and extract individuals who are stuck in a borewell. In recent years, there have been several incidents in India where children and adults have fallen into open borewells, resulting in tragic outcomes. The rescue of individuals who are trapped in borewells is a complex and challenging operation that requires specialized equipment and expertise. NDRF is often called upon to assist in these rescue operations. A robotics device for borewell rescue operation can significantly enhance NDRFs capabilities in these situations. The device can be equipped with cameras and sensors that can provide realtime data on the location and condition of the individual trapped in the borewell. It can also be equipped with specialized tools that can be used to extract the individual safely The robotics device can be remotely controlled, which means that it can be operated from a safe distance. This feature can be particularly useful in situations where the borewell is unstable, and there is a risk of further collapse. The device can also be designed to be lightweight and compact. making it easy to transport to the rescue site. The deployment of such robotics device for borewell rescue operations can be a significant step in enhancing NDRFs capabilities in these complex and challenging situations. It can help to save lives and minimize damage during these emergencies.


Title: Virtual RealityBased Training for CBRN Disaster Response. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Home Affairs. Description: A virtual realitybased training for CBRN Chemical, Biological, Radiological, and Nuclear disaster response for NDRF is a training program that may uses virtual reality technology to simulate various CBRN emergency scenarios. It may designed to train NDRF personnel to respond effectively to such emergencies, as currently there is no system available to train them in this regard. Virtual realitybased training immerses trainees in realistic scenarios that simulate the effects of CBRN emergencies. The technology allows trainees to experience the situations as if they were real without exposing them to actual risks. Through the use of specialized software and equipment, trainees can interact with virtual objects, practice rescue techniques. and learn to handle hazardous materials and situations. This type of training can be particularly useful for NDRF rescuers who may face hazardous and highrisk situations during CBRN emergencies. It can help them to gain the necessary skills. knowledge, and confidence to manage such emergencies effectively, which can ultimately save lives and minimize damage. Overall, the development of a virtual realitybased training program for CBRN disaster response for NDRF may be a necessary step to improve the training and preparedness of NDRF personnel for CBRN emergencies.


Agriculture, FoodTech  Rural Development

Title: Development of suitable Software and Hardware componentssensors for springshed mapping, monitoring and management.. Category: Agriculture, FoodTech  Rural Development. Subcategory: Software. Organization: Ministry of Rural Development. Description: Main objective is to develop suitable software and hardware components for a comprehensive GISbased mapping system to help visualize the springshed boundaries, water sources and other related data. Predictive model to forecast the water availability in the springshed for domestic and other use. Workable data management system to store and analyze data related to the springshed. A good decisionsupport system model to guide and help stakeholders make informed decisions related to springshed management. An automated alert system to inform stakeholders of changes in the springshed landscapes. Methodology Hardware 1. Highresolution airborne LiDAR systems This can be used to accurately measure the topography of springsheds, including surface elevations, contour lines and watershed boundaries.2. Water quality sensors These sensors measure various water quality parameters such as temperature, pH, dissolved oxygen, salinity, nutrients and other contaminants. 3. Stream flow gauges Which measure the volume of water flowing through a nalaÃƒÂÃâšÂÃâžÂs, streams or rivers. 4. Weather stations measure the parameters such as temperature, humidity, wind speed, precipitation and solar radiation. Software 1. GIS software GIS software can be used to map and analyze the topography of springsheds. 2. Hydrogeological modeling software This software can be used to simulate the dynamics of springsheds, such as the flow of water and sediment through the system. 3. Data management software Data management software can be used to store, organize and analyze the data collected from hardware sensors. 4. Decision support software Decision support software can be used to analyze the data collected from hardware sensors and generates recommendations for springshed management.


Title: Number of persons benefitted from using the Water Harvesting Structures WHS created  rejuvenated in the project areas under WDC 2.0 for economic activities like fisheries etc for alternate source of income generation.. Category: Agriculture, FoodTech  Rural Development. Subcategory: Software. Organization: Ministry of Rural Development. Description: Creation  Rejuvenation of WHSs are one of the major activities under WDCPMKSY. Besides being a source of protective irrigation in the rainfed areas, contributing towards improvement in soil moisture, increase in water table etc, the WHSs are also utilized for livelihood activities like fisheries, aquatic vegetable cultivation etc providing substantial incomes to the project community. Methodology Computing of Incomes generated by the families community directly involved in use of the WHSs for their income generation activities. Organization Department of land Resources Ministry of Rural Development Category Software Domain Bucket Livelihood  Income generation


Title: Developing an algotithim  programme to measure increase in income of FPOs on account of project interventions under WDC 2.0.. Category: Agriculture, FoodTech  Rural Development. Subcategory: Software. Organization: Ministry of Rural Development. Description: With the objective to help achieve higher economic growth for the project community and collectivization of farm operations, which can be realized through FPOs, the New Generation Watershed Guidelines envisage formation of FPOs right from the planning stage of the projects. The FPO shall be the member  owned and member  managed institution. Any household dependent directly or indirectly on the natural resources of watershed can join the FPO by paying prescribed share capital amount and membership fee as defined by the organization. Methodology Computing of Incomes generated through provision of demand based services, operation of Custom Hiring Centre CHC, marketing of local agricultural produce through alternate market channels etc.


Title: Making career choices and AI based counselling accessible to every child at secondary level along with aptitude tests and detailed career paths.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Education. Description: The project team shall establish an interactive AI based model that will help students to to choose from careers. The model should handhold student in assessing his capabilities and subsequently help him in deciding a career path.


Title: Mental health and wellbeing surveillance, assessment and tracking solution among children.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Education. Description: Develop a modelsoftware which will help students to assess mental health of students, build methods to find out and provide solution for the improvement


Title: Identify slow learners for remedial teaching and capacity building for innovative methods.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Education. Description: Developed based on available assessment data for students the slow learners and build inovative methods to help them cope up with the educational requirements


Title: Online personalized learning remediationtutoring tool. Search for best teacher for specific topics.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Education. Description: Develop a modelsoftware which will help students to select best teacherinformation about specific topic and help them in personalised learning


Title: Lowest Cost Smart Board  A Seamless Teaching Experience.. Category: Smart Education. Subcategory: Hardware. Organization: Ministry of Education. Description: Develop a smart board for students which will help students in effective interaction and teaching experience


Title: Develop a solution to identifo discrepancies in Quality Monitoring Data on OMMAS and generate reports that highlight areas where corrective action is Required.. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Rural Development. Description: The task is to develop a solution that leverages the quality monitoring data available on OMMAS to identify discrepancies between various data sources, The data is collected through an Eform report and test datasheet filled by second and thirdtier quality monitors QMs and a quality control register QCR scanned copy uploaded by State Project lmplementation Units PlUl. 1. The QM report which has been digitalized and called an Efrom we currently get from OMMAS is filled in by Quality Monitors QMs. Ihe report contains data on all road layers and other pertinent information, such as geometry road furniture, drains, etc. The report includes values of important parameters from DPR, values recorded at the site by second and thirdtier quality monitors, YesNo answers, and values from QCR. 2. The test reportdatasheet contains values recorded at the site for every test. Test results need to be recorded in the QM report Eform for each test. This report is cunently uploaded by QMs as a scanned pdf. lt will be digitized in a few days, and we will receive the inspection data in digitized format only. 3. Qualfi Control Registers QCR are the record of the tests conducted at the site by the Contractor engineer and the authority engineer JE, AE and EE. eCn has two parts. eCR partr needs to be filled and maintained by the contractor, and part_ll needs io be filled bv the authority project imprementation unit pru. prUs currentry ,pu.J ecn, ., scanned pdf copies. The solution should be able to compare the data from these sources with the standard values for each test and analyse the three sources separately. The aim is to identifo discrepancies in the data and enable effective quality monitoring of the processes involved. The solution should be able to process large volumes of data and provide actionable insights that can be used to improve the quality of the processes being monitored. Probable Outputs 1. Develop a machine learning algorithmtool that can analyze the quality monitoring data on OMMAS and identifo discrepancies between the different sources of data. The algorithm can be trained on historical data to identif patterns and use thess patterns to predict discrepancies in realtime. The output of the algorithm can be used to generate reports that highlight areas where corrective action is required. 2. Build a dashboard that visualizes the quality monitoring data on OMMAS and enables users to compare the data from different sources. The dashboard can be customized to display data in various formaG, such as tables, charts, and graphs. The users can interact with the dashboard to drill down into specific data points and identifo discrepancies between the different sources of data. 3. Develop a data processing pipeline that automates the process of analyzing the quality monitorin8 data on OMMAS. The pipeline can be designed to intest data from different sources, such as the QM report Eform, test reports, and QCRs. The pipeline can thenprocess the data using various tools and techniques, such as data cleaning transformation, and analysis. The output of the pipeline can be used to generate reports that highlight areas where corrective action is required. 4. Use natural language processing NLP techniques to analyze the quality monitoring data on OMMAS and identifo discrepancies between the different sources of data. NLP techniques can be used to extract relevant information from the QM report Eform, test reports, and QCRs, and compare this information to identifo discrepancies. The output of the NLP analysis can be used to generate reports that highlight areas where corective action is required


Title: ARVR based application which helps visualize the complete house virtually at an early stage, which can help in cost estimation, planning and completion of the house in time. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Rural Development. Description: ARVR technology based solution will help the beneficary to get a virtual miniature of the completed house at an early stage and will also give an estimate of the cost so that the beneficiary can do the necessary planning before starting the construction.


Call for Toilet technology

Title: Call for Toilet technology. Category: Miscellaneous. Subcategory: Hardware. Organization: Ministry of Jal Shakti. Description: Swachh Bharat Mission Grameen promotes affordable, sustainable with low OandampM and environment friendly technologies. However, our country being vast with quite a variation in the geographical and biogeographical features the variation in water table, dryness and aridness or rains is observed annually. This is especially true for areas which receive high rains with low percolation in soil, rocky hills, fragile hillocks prone to landslides, arid and areas with poor connectivity and infrastructural setup.andquot Solutions invited for innovative toilet technologies from the participants for the following areas ÃƒâšÃÂ Hard rocky areas ÃƒâšÃÂ Fragile hill areas prone to land slides ÃƒâšÃÂ Flood prone and low lying moist areas ÃƒâšÃÂ River bed, wetlands and coastal areas ÃƒâšÃÂ High rainfall areas ÃƒâšÃÂ Containment of and onsite treatment of faecal sludge in septic tanks in such areas without the seepage to avoid ground water contamination ÃƒâšÃÂ Specific local solutions by any innovation Any solutions for the upgradation of single pit to the twin pit system are also welcome. It was expected that the technology should be costeffective, sustainable, reliable and durable, user friendly, weather proof, environmentalfriendly, and preferably uses locally available material locally implies the area to which the technology is built for.


Title: Technological solutions for safe disposal of menstrual waste. Category: Miscellaneous. Subcategory: Hardware. Organization: Ministry of Jal Shakti. Description: With increase in education and awareness levels around Menstrual Health and Hygiene, more and more women and adolescent girls in the country are switching to safe sanitary options to manage their menstrual cycles. However, there is still no formal waste management system of sanitary waste. Often these are disposed off in fields, water bodies, flushed in toilets or dumped along with the regular solid waste. Solutions to manage and dispose of sanitary waste. The solutions should be ÃƒâšÃÂ Safe for the environment, and not cause any air, water or soil pollution ÃƒâšÃÂ Costeffective ÃƒâšÃÂ Scalable across villages and institutions such as schools, colleges, etc.


Title: Technological solutions for Early decomposition of fecal matter. Category: Miscellaneous. Subcategory: Hardware. Organization: Ministry of Jal Shakti. Description: In large parts of rural India, onsite treatment is preferable over sewer system owing to the ease of implementation and cost effectiveness. Any solution which helps decompose faecal matter quickly will enable easy and safe emptying of the toilet pitseptic tank. This will reduce the turnaround time for reuse of the pitseptic tank and will lead to sustained use of the toilets. Solutions to expedite the process of decomposition of faecal material. It was expected that the technology should ÃƒâšÃÂ Decompose the faecal material in the shortest possible time ÃƒâšÃÂ Costeffective ÃƒâšÃÂ Scalable ÃƒâšÃÂ Easy to implement ÃƒâšÃÂ Safe treatment ÃƒâšÃÂ Manure ÃƒâšÃÂ Weather proof and environmentalfriendly


Title: Call for lowcost desalination technology for Lakshadweep and Inland saline water sources.. Category: Miscellaneous. Subcategory: Hardware. Organization: Ministry of Jal Shakti. Description: Desalination of seawater and brackish water will play an important role to meet the drinking water for Lakshadweep. A cost effective technology for desalination for Lakshadweep and inland saline water is required to meet the water supply demand at every rural Households. The technology should focus on  ÃƒâšÃÂ Higher fresh water recovery. ÃƒâšÃÂ Quality water supply as per BIS 10500. ÃƒâšÃÂ Low energy cost. ÃƒâšÃÂ Preventive scaling measures. ÃƒâšÃÂ Low Operation and maintenance.


Title: Web Mobile based tool for mapping of Water supply network. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Jal Shakti. Description: Jal Jeevan Mission was launched with the vision of providing drinking water in adequate quantity of prescribed quality on regular and longterm basis to every rural household. A cost effective technology is required for providing web mobile based tool for mapping of water supply network through creating geospatial database of all major structure of Water supply system with provision with grievance redrassal and IoT system for alert monitoring.


Title: Devise the method for identification of victims buried under avalanches.. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Defence. Description: Description Background Avalanches can be very dangerous and unpredictable. Even if we take preventive measures to avoid them, probability of getting caught in an avalanche is still there. Ff victims are buried under avalanche, it is important to take immediate action because the probability of survival decreases with time survival chances goes down to less than 30 after an hour. Avalanche victim detector or other Ground Penetrating radarbased methods are there for victim identification but these field based techniques are difficult to use during harsh climatic condition but these field based techniques are difficult to use during harsh climatic conditions and rough terrain. Explore the new technologies for example in the field of AlML that can be used for detection of victim buried under an avalanche.


Title: Novel Technologies for Early Detection and Mitigation of Avalanches. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Defence. Description: Avalanche is a sudden downhill movement of snow mass along with rocks and boulders which can cause damage to human life and property. An early detection of avalanches and prewarning about the threat can save precious lives and habitats. Suggest innovative ideas for early prediction and Mitigation of Snow Avalanches in vulnerable mountain terrain.


Title: Lean module for reasoning about computational complexity in GPTs.. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Defence. Description: Formalization of mathematics and computer science is in vogue. Formalization means to express mathematical concepts, definitions, theorems, and proofs in a way that can be checked by a computer for correctness. Lean theorem prover is interactive and based on dependent type theory which is a powerful and expressive framework for formalizing computer science. It has been used for example in formalization of number theory. Similarly, it can be used to formalize the notion of computational complexity of generalized probabilistic theories GPTs. Some of the relevant computational complexity classes are BGP AWPP, BQP, BPP, PP, PSPACE. We can formalize the notions of these computational complexity classes and the relations among them in lean. We can also move further on to formalize the notion of higher order interference in physical theories and formalize some theorems related to it. The exact problem is to write relevant lean modules containing the basic definitions, results in GPTs and tools for reasoning about computational complexity in GPTs. The developed module can further be used to give formal proofs for theorems and lemmas.


Title: Robust human target detection and acquisition. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Defence. Description: Robust human target detection and acquisitionlocking without losing track under occlusions for outdoor operational scenarios. Visuals alarm generation upon anomaly detection i.e human jumping crawling running.


Deep learning for terrain recognition

Title: Deep learning for terrain recognition. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Defence. Description: Vision based methods using deep learning such as CNN to perform terrain recognition sandyrockygrassmarshy enhanced with implicit quantities information such as the roughness, slipperiness, an important aspect for highlevel environment perception.


Title: AIML based intelligent desmokingdehazing algorithm. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Defence. Description: Design and Development of AIML based intelligent de smokingdehazing algorithm for reproducing the real time video of the area under fire specifically for indoor fire hazards to aid the rescue operation.


Title: AI based Automatic alarm generation and dropping of payload at a particular object through a Drone.. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Defence. Description: Drones are currently being widely utilized in civilian applications and military uses too. In severe earthquake and flood situations, the Drones with artificial intelligence based automatic object recognition capability can help rescue teams a lot through automatic alarm generation and dropping of payloads like food, clothes, rescue tools near detected human being. Challenge here is to detect human being from around 50100 m above the ground at a slanted angle and then drop a payload say flower for demonstration purposes near him her. Technologies needed will be Drone, Cameras, Processor Board Raspberry Pi or Intel NUC, Artificial Neural Network or AI hardware and Software, Payload dropping mechanism etc. The developed system will be highly useful in many DRDO projects and civilian applications.


Title: Development of motion amplification video techniques for vibration analysis. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Defence. Description: Motion Amplification video MAV is a technique for visualizing and measuring vibration of structures and machinery. This processes a video clip of an object, extracts feature that are moving from frame to frame, then amplifies and replays the motion in each frame. Defects at micro scales are rendered visible. Vibration amplitudes and mode shape can be thereafter be determined. Time waveform and FFT spectrum can also be captured. This would be extremely useful in evaluating noise, vibration and shock on various platforms. It is also useful in automobile, power plants, industry and other engineering sectors.


Title: Drone based Intelligent Magnetic sensing system and Metallic anomaly detection system. Category: Miscellaneous. Subcategory: Hardware. Organization: Ministry of Defence. Description: Most of the metallic objects are constructed of Ferromagnetic materials and in the presence of EarthÃƒÂÃâšÂÃâžÂs magnetic field, these create localized magnetic disturbances in Earth magnetic field which is termed as Magnetic signature. This magnetic signature of objects can be used for detection, identification and classification of objects. The above problem statement envisages, that a Drone based Intelligent Magnetic sensing system be developed to assess the magnetic fields in a particular area above sea or above land and identify any magnetic anomalies in that measurement region. A Portable Drone Control module for control along with an inbuilt learning and prediction algorithms to compensate self magnetic field of drone and measure the magnetic fields in a particular area of interest also be developed. Suitable metallic object detection methodology for identifying unidentified metallic magnetic anomaly in that particular region is also to be developed. A drone fitted with magnetic sensing system be developed with suitable compensation methodology for compensating own droneÃƒÂÃâšÂÃâžÂs magnetic fields. Based on open source geomagnetic anomalies data of a particular region, identification and classification of metallic magnetic anomaly to be carried out.


Dak Ghar Niryat Kendra

Title: Dak Ghar Niryat Kendra. Category: Transportation  Logistics. Subcategory: Software. Organization: Ministry of Communications. Description: Dak Ghar Niryat Kendra DNK is an initiative of the Department of Posts and CBIC, wherein the small exporters are able to electronically file a Portal Bill of Export and then present the parcel at DNK for export. 122 DNKs have so far been opened in Post Offices and 878 more shall be opened in the next two years. Although DNKs are being used by 800 exporters, DoP is still not able to bring small traders, artisans and MSMEs onto the DNK platform as most of such entrepreneurs do not have the wherewithal to create web portals for displaying their products and accepting International eCommerce orders, or they are find the regulatory and eCommerce platform compliances too expensive or tedious. Moreover, the international customers find it difficult to trust the webportals or small entities. The private eCommerce portals charge upto 40 of the sale price of orders, which is prohibitively expensive. Dak Ghar Niryat Kendra refers to a concept in the Indian postal system. It translates to Post Office Export Centre in English. The Dak Ghar Niryat Kendra is a specialized facility within a post office that offers services related to export of goods.The establishment of Dak Ghar Niryat Kendra aims to simplify and streamline the export process for small and mediumsized enterprises SMEs by leveraging the extensive postal network and infrastructure already in place. It provides exporters with a costeffective and accessible solution for their export logistics requirements.


Data Compression for backbone network

Title: Data Compression for backbone network. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Ministry of Home Affairs. Description: Developing a data compression system for a backbone network. Proposed Solutionyou can develop a data compression system for a backbone network that efficiently compresses data, reduces network bandwidth requirements, and optimizes network performance while considering the specific requirements and constraints of the network environment.


Title: Simulator system for counter Hijack and sky Marshalling operations. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Ministry of Home Affairs. Description: Developing a simulator system for counter hijack and sky marshalling operations.You can develop a simulator system that provides realistic and effective training for counter hijack and sky marshalling operations. Collaborating with experts in aviation security, law enforcement, and simulation technology can further enhance the development process and ensure the system meets the specific needs of the training program.


Title: Augmented Virtual reality system for the live training of troops. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Home Affairs. Description: Develop an Augmented Reality AR or Virtual Reality VR system for the live training of troops.ARVR system for live training of troops requires expertise in hardware, software development, content creation, and user experience design. Collaboration with domain experts, instructional designers, and technology specialists can help ensure the system meets the specific needs of the military training environment.


AI based IT training system

Title: AI based IT training system. Category: Smart Education. Subcategory: Software. Organization: Ministry of Home Affairs. Description: Modern technology is changing rapidly and every individual has different level of understanding and different pace of learning things. Having same course for all personnel not only result in waste of time of departments and personnels but also affects departments productivity. Proposed Solution AI Based training system may be developed to real time design the course based on individual understanding and learning capacity.


IT System log analyzer

Title: IT System log analyzer. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Ministry of Home Affairs. Description: CRPF unitsoffices and personnel are deployed in different location of CRPF. There is no centralised system to analyse the log of IT system by the experts to access threats and breaches. Proposed Solution Centralized system should be developed for analysing the systems deployed at the different location of the country Expert per problems statement


Title: Chatbot based helpdesk for govt employees and departments. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Home Affairs. Description: Govt. employees and departments need help in various process of general business nature ranging from procurement to implementation, authority to directions, etc. Proposed Solution Centralised and department wise Chatbot based helpdesk should be developed Benefits 1. Increase productivity 2. Increase inters department coordination 3. Increase job satisfaction among Govt. employees directly and indirectly in citizens.


Title: Development of Augmentative and Alternative Communication AAC in Indian context. Category: MedTech  BioTech  HealthTech. Subcategory: Hardware. Organization: Ministry of Social Justice and Empowerment. Description: communication is very important for exchanging the need, Idea and feeling among others. ACC is an option for nonverbal mode of communication for the persons with communication deficit. This mode is especially used by non verbal individuals. Those who are having multiple disability and communication deficit, they must have to communicate with others but due to lack to motor coordination, intellectual deficit and sensory perceptual deficit not able to communicate with others. This is the major problem related of communication for the multiple disability or mainly those were having maximum deficit in motor coordination for communication, Due to communication deficit peoples are not able to communicate with the society. HITECH AAC is available in India which is developed in Foreign Countries that is very costly. There is need to develop an electronically low cost AAC and hardware made in Indian context. If AAC electronic device and hardware mode will be develop in Indian context, it will be easy and helpful for persons with nonverbal communication deficit. If it is developed low cost effective as per Indian context then it will be benefits the most of the population from AAC.


Title: Develop therapy materials in Hindi for misarticulation children. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of Social Justice and Empowerment. Description: Many treatments are available to treat misarticulation, speech therapy or articulation therapy focuses on pronunciation and talking. It deals with a persons ability to move the lips, tongue, teeth, and jaw to produce speech sounds. Misarticulation therapy is one of the most effective treatments for the articulation problems but all are treatments are available in English for that we need materials or treatments in Hindi version that will help individual to treat articulation problem in our Indian context. We need software in which there are number of therapy activities and techniques should be involve in which 3 to 4 domain will be included that is 1. Position level in which position of sound will be shown 2.Phoneme level Initial, medial and final level in which all the words should be there in all three level 3.Picture level in which word related picture should be present and last included number of correct and incorrect word individual speak, will be shown it will help individual to determine their incorrect word production. So if this kind of app should be prepare in Hindi version it will very helpful for the professional along with children and their parents. I will share some link which is in English version.


Lowcost Myoelectric Prosthetic Arm

Title: Lowcost Myoelectric Prosthetic Arm. Category: MedTech  BioTech  HealthTech. Subcategory: Hardware. Organization: Ministry of Social Justice and Empowerment. Description: In India the cost of a new MyoelectricBionic prosthetic arm can range from 1lakh  2 lakh Rupees, putting the Myoelectric hand out of reach of many middleclass and lower middleclass patientsamputee, we decided to design and build a far cheaper and pocket friendly version of prosthetic arm with Myoelectric capabilities. We are using 3DPrinting technology for the structure of the prosthetic hand, and servo motors and Arduino for the mechanical purpose, Myoware muscle sensor is responsible for reading the electrical signals generated by muscle. These components and microprocessor can bring the cost of the prosthetic arm much cheaper and pocket friendly for the patientamputee.


APP Based Digital Audiometer

Title: APP Based Digital Audiometer. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of Social Justice and Empowerment. Description: To know a person Hearing Loss, generally we use a Pure Tone Audiometer. To use this it requires a bulk of the instrument to be carried. This testing requires a considerable amount of time for testing. It was observed that during a large level hearing testing it is consuming much time. So a hand held Mobile phone operated APP BASED AUDIOMETER will be of immense useful in finding and detecting the hearing loss in children in a schools


Title: Ear Electronic Device for Tinnitus Frequency Finding and Adjusting to Provide Relief to Tinnitus Suffering Patient. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of Social Justice and Empowerment. Description: Various studies have shown that when a person suffers with TINNITUS NOISE he suffers due to anxiety or stress, as these stimulate an already sensitive hearing system which effects his day to day work performing, which has an impact on his livelihood and family. One of the effective treatment consists of using an electronic device to suppress the tinnitus noise. Which finding the frequency of the tinnitus. noise and suppressing requires a lot of instrumental support. Thus if t can be possible that by observing and analysing the tinnitus noise by the electronic device in the ear, the device itself finds the tinnitus noise frequency and suppress it accordingly, bringing benefit to the patient suffering from tinnitus.


Virtual Zoo

Title: Virtual Zoo. Category: Smart Education. Subcategory: Software. Organization: Ministry of Environment. Description: Design software and hardware to display holograms of existing and extinct species of flora and fauna to depict complex ecosystems from various parts of the world. The virtual zoo could be displayed in schools, museums, and Ministries without using much physical space. The zoo could also hold educational sessions about the environment within the virtual space using prerecorded videos of teachers from around the world.


Water and Electricity Tracking App

Title: Water and Electricity Tracking App. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Environment. Description: A mobile application that helps you limit your water and electricity usage to a predetermined goal by outlining the behavioural change that would be required to meet those targets. Behavioural nudges ought to be embedded in the user experience based on deep research about the best practices of efficient water and electricity usage from around the world.


EWaste Facility Locator

Title: EWaste Facility Locator. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Environment. Description: Website that tells you the location of the nearest ewaste collection and recycling facility. Offers educational popups on the harmful components of your ewaste and their effects on the environment and human health if not disposed correctly. There could be an option to input the model of your old device and earn credit points relative to the amount of precious metals recovered from the device if disposed correctly.


Behavioural change monitoring software

Title: Behavioural change monitoring software. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Environment. Description: A software that allows the ministry to monitor the success of their behavioural nudges in real time with respect to consumer choices and environmentally friendly actions. The software will define certain measurable outcome indicators and track the changes in them over time. The changes will be correlated to LiFE activities and awareness programmes to measure the success of the behavioural nudges.


Pro Planet Person App

Title: Pro Planet Person App. Category: Clean  Green Technology. Subcategory: Software. Organization: Ministry of Environment. Description: A mobile application that tracks userÃƒÂÃâšÂÃâžÂs activities and actions and tells the user if she is Pro Planet. Also offers suggestions on how to become a Pro Planet Person. Can use popups and fun facts to nudge behaviors. The app can track behaviorÃƒÂÃâšÂÃâžÂs across other selected apps such as food delivery, online ordering, etc. to nudge the users to choose sustainable alternatives in real time. For example, while ordering food, the app will send a popup reminding the user to deselect the option of disposable cutlery.


Title: To develop centralised information security .Logcollection facility or security operation centre soc in the power sector, considering cEA cybersecurity Power sector Guidelines, 2021to keep lr and or networking System isolated and airgapped.. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Ministry of power. Description: Cyber intrusion attempts and cyberattacks in any critical sector are carried out with a malicious intent. ln Power sector, its either to compromise the power Supply system or to render the grid operation insecure. Any such compromise may result in maloperation of equipmentÃƒÂÃâšÂÃâžÂs, equipment damages or even in a cascading grid brownoutblackout. The muchhyped air gap myth between lr and or systems now stands shattered. The artificial air gap created by deploying firewalls between any lr and or system can be jumped by an insider or an outsider through social engineering. Cyberattacks are staged through tactics and techniques of lnitial Access, Execution, persistence, privilege Escalation, Defense Evasion, Command and Control, Exfiltration. After gaining an entry inside the system through privilege escalation, the control of lr network and operations of or systems can be taken over even remotely by any cyber adversary. The gain of sensitive operational data through such intrusions may help the NationState sponsored or nonsponsored adversaries and cyberattackers to design more sinister and advanced cyberattacks. How to develop centralized information security logcollection facility or Security Operation Center SoC in the Power Sector, considering cEA cybersecurity power Sector Guidelines 2021, to keep lT and OT networking System isolated and airgapped


Title: Detection of Malwarei Trojan in softwares used in Power Sector.. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Ministry of power. Description: The power system networks are getting automated and softwareÃƒÂÃâšÂÃâžÂs are being updated or new SoftwareÃƒÂÃâšÂÃâžÂs are being used in the network for various purposes including SCADA, Head End System, Meter Data Management System, Billing System, etc. Most of these softwareÃƒÂÃâšÂÃâžÂs are loaded in demilitarized zones regular patch updates and penetration tests are normally avoided on the live systems. These systems become vulnerable, and hackers try to exploit such systems using various attack vectors. The challenge is to validate presence of malicious codes if any in the softwareÃƒÂÃâšÂÃâžÂs which could exploit specific attacks including the zero day attack.


Title: Detection of embedded Malware Trojan in hardware devices used in Power Sector.. Category: Blockchain  Cybersecurity. Subcategory: Hardware. Organization: Ministry of power. Description: We know that the technology is changing fast and so are the devices used in Power Systems network. The hardware devices used in the sector are also having fast processing capacity and are intelligent. They also communicate data either periodically or on request or if some logic is met or at programmed intervals, to control centers or to local  zonal SCADA system. The devices could be Intelligent Electronic Devices IEDs like Relay, BCU, Smart Meters, or Remote Terminal Units RTU etc. As these are electronic devices, they are prone to security threats. To make sure these devices are free from security threats, it is required to test them for malware  Trojan or alike of malicious codes present in the devices hardware systems like System on Chip Microcontrollers  Microprocessors DSP FPGA based products which has inbuilt firmware and dedicated application programs running within available and constraint memory. The challenge is to validate such electronic equipmentÃƒÂÃâšÂÃâžÂs for vulnerability assessment tests and for presence of suspicious or malicious codes present if any, in the devices such codes could otherwise exploit specific attacks which may cause damage to process system or harm the environment and living beings on certain conditions or may trigger on logics including the zero day attack.


Title: Developing a software for dubbing of videos from English to other Indian regional languages.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: CIPAM is engaged in the creation of promotional and awareness videos on Intellectual Property in India. A software that can be used for dubbing of videos from English to other Indian regional languages would help in mass outreach of such videos for public awareness. The software must produce a voiceover in a human like voice in Indian vernacular languages like Hindi, Marathi, Bengali, Gujarati, Tamil, Telugu, etc. as well as text supers that is dubbed from English to other Indian regional languages. The translated voiceover must also be in simple language, easy to understand and must not be colloquial in nature. A sample video has been provided for reference.


Title: Developing a software that can translate resource material and other texts from English to other Indian regional languages.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: CIPAM is actively involved in furthering IPR awareness, commercialization and enforcement. In this regard, CIPAM has created various educational tools and resource materials for easy understanding by students, industries, general public, police, judiciary and custom official. For wider outreach there is a requirement for a software that can translate these resource materials and texts from English to other Indian regional languages. The software should assist in translation of these texts created in multiple forms word document, pdf document, text in images etc. The software should aid in generating output that captures the true meaning of the text and not just the literal meaning. It should provide the option of generating translated texts in the following languages Hindi, Marathi, Bengali, Gujarati, Tamil and Telugu. The translated texts must also be in simple language, easy to understand especially by the general public and must not be colloquial in nature. A sample text has been provided for reference.


Title: Developing an interactive gaming software  mobile application on Inteliectual Property Awareness for school students. Category: Smart Education. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: One of the primary objectives of CIPAM is to create educational tools and resources for Intellectual Property Awareness at school level. School students learn best when technical areas of law are gamified and interactive in nature. The interactive gaming softwaremobile application should aim at teaching the basics of Iintellectual Pproperty Rrights IPR to students, including Patents, Trademarks, Copyrights and Designs that can be used both inside and outside of the classroom and out. The game can have different activities on the IPs mentioned above, arranged at different levels of progression basic, intermediate and advanced. It should also include elements such as scoreboard, map of progress, factual titbits and a quick recap at the end. On completion of the game, the students should be able have a basic understanding of these IPs as a learning outcome.


Title: Optimizing Doctor Availability and Appointment Allocation in Hospitals through Digital Technology and Al Integration.. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Govt of Himachal Pradesh. Description: To develop a digital system that streamlines the appointment scheduling process in hospitals by automating the process of identifying doctor availability and appointment slot allocation. The system will utilize advanced technologies such as RFID, face detection, proximity of Mobile phone, or any other relevant technology to detect the presence of doctors in the hospital. The system will use Artificial Intelligence AI to allocate appointment slots based on the doctors presence and the number of waitlisted patients. This will improve the overall patient experience by reducing the wait time. In conclusion, the proposed digital system will improve the efficiency and convenience of the appointment scheduling process in hospitals the patients will benefit with reduced waiting time.


RealTime Vehicle Tracking system.

Title: RealTime Vehicle Tracking system.. Category: Smart Vehicles. Subcategory: Software. Organization: Govt of Himachal Pradesh. Description: To develop a smart transportation system, which that aims to provide realtime information to the users regarding the availability of buses and their upcoming timings. The system will utilize advanced technologies such as GPS and other relevant services to gather the necessary data for providing reliable information to the users. The proposed system will have to be designed to facilitate the users in identifying the current location of their desired bus, along with the estimated time of its arrival at the respective bus stop. This will be achieved through the integration of the realtime data from the buses, as well as from the traffic management system. In conclusion, the proposed smart transportation system will significantly enhance the efficiency and convenience of the public transportation system in Himachal Pradesh. As a sustainability information to the user, good to indicate emission compliance of the bus e.g. Bharat Stage IV also if the bus uses clean fuel such as CNG or Electricity


Title: Analysis and identification of malicious mobile applications. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Ministry of Power. Description: ln todays world, using different mobile applications for specific tasks is very common. This leads to smart phone users accumulating too many applications over a period. Seldom do users delete unused applications. Any application performing malicious tasks can very easily go unnoticed. So, there is a need to develop a mobile app tool that can use opensource intelligence and threat feeds to detect various indicators of compromise in the smartphones. The tool can check network communication to various lP addresses that are suspicious, various URLs that are suspicious, inbound connections or packets from applications that are suspicious.


Title: lntelligent chatbot to answer queries pertaining to various Maintenance Processes within Substation. Category: Smart Education. Subcategory: Software. Organization: Ministry of Power. Description: Substation Asset Maintenance includes various maintenance activities for various equipment classes such as Transformer, Reactors, Circuit Breaker, lnstrument Transformers, Surge Arrestors etc. Maintenance activity for all these equipments include carrying out various tests and checks for which procedures along with acceptable limits are documented. Need is for creating an intelligent chatbot based on natural language processing which may aid in answering user queries pertaining to various maintenance activities. Examples of such queries include steps to carry out a test, its probable values acceptable limits, actions to resolve any issue faced during maintenance. The chatbot should have features for semantic processing of queries. It should also includes industrial standards and safety guidelines and test equipment to follow that activity.


Title: Vegetation measurement along the line corridor using satellite imagery. Category: Agriculture, FoodTech  Rural Development. Subcategory: Software. Organization: Ministry of Power. Description: Solution is required for identifliing vegetation height below the Transmission conductor and raising alarm for lopping them. For this satellite imagerybased analysis is required along with trained machine learning model to simulate growth pattern. The growth pattern of different trees is different. The solution should be able to show the current height after adding the predicted increase in height from the date of capturing to till date to the height derived from satellite imagery.


Title: Segregating and information on regulatory  Gofi. PolicieVGuidelinesOffice Memorauda etc. related to Contract and Procurement issues for proper compliance and reporting of the same.. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Power. Description: For adhering to compliance of various procurement and contract management related Regulations Policies Guidelines Circulars Manuals Office Memorandums etc. issued by Govt. of India MoF MoP CVC from time to time for system improvement in the procurement process, such regulations  policies Guidelines Circulars etc. may require to be put in one place for information, reference, compliance  reporting of the same by the procuring authorities in the required manner like whether adopted in the tender document reporting thereof to the concerned made, wherever necessary through creation of a tool application system for effective contract management. The GUI should be user friendly and the documents should be easily accesible.


Title: Creation of Live Digital Twins for the power Projects and integration with all existing monitoring and database system which will give a holistic real time approach to the project and plant from all aspect of construction, operation and maintenance.. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Power. Description: The comprehensive model should be able to feedin real time data input and give the necesaary output parameters. For example for a Hydro Project , the inflow input of water in the river should be able to give the real time data ouput such as Energy output, Spillingif any, Head loss, etc. .It would be a similar dynamic digital replicamimicry of the real project.


Title: Robotics for inspection of abrasion  corrosion of underwater equipment  parts and further repair and maintainance. Category: Robotics and Drones. Subcategory: Hardware. Organization: Ministry of Power. Description: Remotely Operated Vehicle ROVAutonomous Underwater Vehicle AUV should be able to identify and repair the localised problems of the underwater portion of the structures like , Penstock , Dam, Turbine , Surgeshaft etc in a Hydro Power Project Station without intervention of Human Deep Divers. It should preferabbly be indigneous and low cost in nature.


Title: Geo tagging of plantation in the catchment area of hydro project. Category: Agriculture, FoodTech  Rural Development. Subcategory: Hardware. Organization: Ministry of Power. Description: The idea is to create a system that would keep a track on growth rate and existence of the plantation in the CAT Catchment Area Treatment  area. It would also check illegal forest activities.


Cloudburst prediction system

Title: Cloudburst prediction system. Category: Disaster Management. Subcategory: Software. Organization: Ministry of Power. Description: analyzing meteorological parameters and weather patterns can provide valuable information for predicting the possibility of cloudbursts. Local meteorological agencies and weather forecasting organizations.


Title: Onestop solution for monitoring dairy plant energy consumption, hygiene and packaging waste collection from consumers.. Category: Agriculture, FoodTech  Rural Development. Subcategory: Hardware. Organization: Ministry of Fisheries, Animal Husbandry and Dairying. Description: To provide a sustainable solution with regards to dairy plant operation and performance, the monitoring of plants energy demand per unit of produce would be an essential parameter. Monitoring of plant hygiene and sanitation would play a key role through the perspective of improvements in food safety. On the consumer end of dairy product value chain, the efficient and easy mechanism for collection of packaging waste is very important aspect. It is the need of the time to have onestop solution which would address the above mentioned aspects reliably with an integrated approach. Solution may be developed preferably based upon software integrated with associated hardware.


Title: development of systems for effective Environmental, Social and Governance ESG Intervention in Higher Education. Category: Renewable  Sustainable Energy. Subcategory: Software. Organization: Government of Jharkhand. Description: It is well established that development towards a more sustainable society must begin with education. When education is done right, it not only teaches people about the science of climate change and inequality and the reasons we must take action, it also engages, empowers and promotes a more environmentally friendly, communitybased way of life. ESG in higher education is one of least discussed aspects of governance among administrators. With the recent energy and climate crisis, administrators around the globe have realized the importance of sustainable process. The three pillars of ESG are people, processes, and product. In our case, people are the most important stakeholder in achieving our goal. Students from campuses of Higher Education are not only woke about the climateenergy crises but also are passionate for deigning a world of their future. Administrators on other hand are aware of the rising cost of energy and are open to adopting energy conservation and other aspects of ESG The objective of the problem statement solution shall be to create a common platform for planning, development, execution, and monitoring of ESG initiative. The initiatives may include adopting alternative sources of energy, development of energy efficient campuses, adopting green construction standards like GRIHA Prakriti and similar such initiatives. Another objective of the problem statement solution is to generate and produce dynamic dashboards which show targeted lacking areas as well as progress check for currently undertaken projects. The overall objective of the solution should be based on a collaborative effort between all the stakeholder for creating ESG framework in Higher Education. If executed effectively the solution will not only make a significance difference to the present scenario but also create a generation of environmentally and socially aware citizens with in depth knowledge on ESG issues. The solution should be in line with Indias ambition of achieving its targets under COP 21 of Paris Agreement. It should also incorporate the best practice steps taken by governments like the International Solar Alliance. The overall objective of the solution shall be to develop a common monitoring dashboard for all ESG Initiatives taken by the state and predictive solution based on best practices across the globe.


Title: Community Based Reporting and Monitoring Tool for Womens Safety in CollegesUniversities.. Category: Miscellaneous. Subcategory: Software. Organization: Government of Jharkhand. Description: Campuses of colleges and universities are meant to be vibrant, freeflowing, and dynamic in nature. An accommodating campus supports idea exchange, personal growth, and soft skill development. The safety of students, especially womens students, is a pillar of an accommodating campus. In the present scenario, the measures available to college administrators and students, such as the installation of CCTV cameras, increased security on campuses, and the establishment of police outposts, are reactive in nature, i.e., they are pressed into action only after the occurrence of a mishap. The objective of the problem statement is to develop predictive analytic models to prevent mishaps even before they occur. The second issue pertaining to womens safety is the lack of manpower for proactive interventions to prevent mishaps. Another objective is to develop, monitor, predict, and provide actionable intelligence for the prevention of mishaps. The solution can explore the contours of anonymous and nonanonymous data collection mechanisms, pointtopoint reporting systems, and predictive data analytics for providing actionable intelligence. Further, the collected data can be leveraged to develop and mark probable black spots and red time zones for pinpointed actions to be taken by administrators. To promote a communitybased system, the system may be designed in such a way that it not only gathers information from students but also involves the entire student community in the prevention of mishaps. The data collected from the participants can be populated into the system, and realtime monitoring can be done with an interactive dashboard and charts. It can also be used to develop realtime rapid intervention by the student community, college administration, and local authorities. Further to this, a companion model can also be developed for students that helps them travel through black spots and during red time zones. This will not only ensure the community participation of students but also develop a responsibilitysharing framework for campus safety.


Title: Real time monitoring of infrastructure development. Category: Smart Automation. Subcategory: Software. Organization: Government of Jharkhand. Description: Today, each sector, such as education, health, agriculture, etc., is growing at a fast pace, and so is the infrastructure required for each sector. Developing infrastructure for each sector is a huge task and involves huge costs. Currently, a few tools are being used to monitor the daytoday progress of the infrastructure, but they are all manual. This results in additional costs and the untimely completion of the infrastructural projects thus, it affects the overall development of any sector. For further clarification, consider the infrastructure development associated with the education sector. If any government wants to set up a technical institute, it has to go through multiple processes, and one of the major processes is the timely establishment of the institute. With geotagging, it is possible to identify the chunk of land within the given location, district, town, etc., but the major challenge lies when it comes to the development of infrastructure. Currently, there is no mechanism available to monitor the progress on a realtime basis, so lots of manual intervention happens to monitor the progress. To overcome this issue, it is necessary to develop GIS and Albased solutions through which realtime monitoring of the infrastructure can be done. Further, an application can also be developed that can work in both online and offline mode and through which daytoday progress can be fed into the system. Thus, collected data can be populated into the system, and realtime monitoring using interactive dashboards and charts is possible. Further, the system will also provide flexibility to the user through simulation interference, which will help the user analyze the impact of an external factor on the time required for completion of the project.


Title: Online integrated platform for projects taken up by the students of various universitiescolleges. Category: Smart Education. Subcategory: Software. Organization: Government of Jharkhand. Description: Innovation is the key to betterment of education and students in the Indian universitiescolleges put a lot of efforts on the projects as a part of the academic requirements. If a common knowledge platform with a facility for plagiarism is created to bring all project works taken up at various levels by the students in Technical  Higher Educational Institutes and Universities throughout the country, then it will be a great source of knowledge and also will help the student community to take up uniqueinnovative project works Summary An integrated platform should be developed where in all the universitiesColleges provide information about the projects done by the students. The information on this platform will help in the peer learning and this will also help in cross functional research between various universitiescolleges. Objective To develop an online integrated platform for projects taken up by the students of various universitiescolleges.


Title: Despite prohibition of hazardous cleaning of sewers and septic tanks manual cleaningof sewers and septic tanks without safety kits, safety devices and without adherence tosafety precautions it is still being resorted to in many parts of the country.. Category: Smart Automation. Subcategory: Hardware. Organization: Ministry of Social Justice and Empowerment. Description: Despite prohibition of hazardous cleaning of sewers and septic tanks manual cleaning of sewers and septic tanks without safety kits, safety devices and without adherence tosafety precautions it is still being resorted to in many parts of the country. As a result,the reports of death of workers while cleaning sewers and septic tanks are still being highlighted by media. Presence of gases like hydrogen supplied, ammonia, methane, carbon monoxide and Sulphur dioxide in sewers and septic tanks, beyond certain limits, make the atmosphere in the sewers and septic tanks, hazardous, resulting in fatal accidents. Cleaning of sewers and septic tanks can still be risky even with the use of PPE Kit, Safety devices. Solution At present, there are gas monitors of various kinds, which are available. There is a need of a device which can monitor the availability of these gases while a worker is on the job of cleaning, so that the personssupervisor available outside the sewerseptic tank can get alarmnotification that the atmosphere in the sewerseptic tank is not suitable for entryworking in a sewer or septic tank. This device can save the lives of many people working in sewers and septic cleaning operations.


Title: To develop a technical solution for enabling Institution level verification of students of one State studying in other States, who are at present generally denied benefits under the Scholarship scheme as the Institutions in which they are studying are not registered on the portals of their home State.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Social Justice and Empowerment. Description: To develop a technical solution for enabling Institution level verification of students of one State studying in other States, who are at present generally denied benefits under the Scholarship scheme as the Institutions in which they are studying are not registered on the portals of their home State.


Centralised Nasha Mukti Database

Title: Centralised Nasha Mukti Database. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Social Justice and Empowerment. Description: Details of counselling and DeAddiction interventions provided to the beneficiaries at facilities supported by MoSJE is not available on a single platform, which could help in analysis of patientwise, center wise or State wise details of services provided, beneficiaries reachedand other relevant details.


Title: Online Blockchain based certificate generation and validation system for government organization.. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Government of Gujarat. Description: Currently large no of training programs is organized, and certificates are provided. There is no mechanism to validate digital certificate.so create a system in which custom digital certificate generate. User can store certificate in digital locker system other organization will validate certificate. Use opensource software and blockchain technology. Expected Output Blockchain Based Certificate generation and validation Certificate can be added in Digital Loker System Users Government Office, Student, Industry, Institutes


Title: Fake Social Media Profile detection and reporting. Category: Blockchain  Cybersecurity. Subcategory: Software. Organization: Government of Gujarat. Description: The social life of everyone has become associated with the online social net works. These sites have made a drastic change in the way we pursue our social life. Making friends and keeping in contact with them and their updates has become easier. But with their rapid growth, many problems like fake profiles, online impersonation have also grown. Fake profiles often spam legitimate users, posting inappropriate or illegal content. Several signs can help you spot a social media fake who might be trying to scam your business. Identifying fake social media profiles and taking corrective measures. Expected Output An Application software that detects the fake social media profile Users Crime branch and other investigative agencies


Title: Selfidentifying the mental health status and get guidance for support.. Category: Fitness  Sports. Subcategory: Software. Organization: Government of Gujarat. Description: Considering the increasing burden of the mental disorders as evidenced in National Mental Health Survey2016, it is important to identify the people at the risk of developing mental disorder at early stage to take the necessary action. Primary Health Care centre is a gatekeeper of the Indian public health care delivery system and also an opportunity to screen patient for the risk of developing mental disorders. There are some validated tools are available for screen of the person for risk of developing psychiatric disorders, however, ready availability, taking response from patients, interpretation and quick guide for taking action based on the interpretation of the tool score is still challenge for effective and efficient utilization of the screening tool. Expected Output Mobile application for screening of mental health. Users Public as well as Frontline Health worker.


Title: Student dropout analysis for school education. Category: Smart Education. Subcategory: Software. Organization: Government of Gujarat. Description: Right to education is key concern for government and at school level drop out ratio is high due to poverty and social, economic reasons. If government have drop out student analysis on following different categories, it will be very useful in framing different policies. 1. School wise 2. Area wise 3. Gender wise 4. Caste wise 5. Agestandard wise Expected Output Focused interventions on the high dropout rates


Title: Development of Small Scale Wind energy device. Category: Renewable  Sustainable Energy. Subcategory: Hardware. Organization: Government of Gujarat. Description: Urban landscape and the physical challenges restrict the erection of smallscale wind turbines. Largescale turbines fared well compared to smallscale wind turbine models. Other general challenges are as under 1 Highly controlled energy sector 2 lack of awareness and information 3 restricted access to technology 4 lack of competition 5 high transaction costs 6 poor market infrastructure 7 High investment requirements Expected Output Ecofriendly energy alternative, Unlike energy produced by fossil fuels while wind energy is completely clean and ecofriendly. Not only is wind power free to harness, but its also 100 renewable.


Title: Price comparison of GeM products with other emarketplaces. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: The problem at hand involves developing a cost or price comparison solution specifically tailored for comparing the prices of products available on GeM Government eMarketplace with other emarketplaces or ecommerce platforms. GeM is a dedicated online platform in India that facilitates the procurement of goods and services by various government departments, organizations, and public sector undertakings. Comparing the prices of products listed on GeM with those on other platforms is crucial for ensuring fair and competitive pricing. The cost or price comparison solution aims to provide users with a convenient way to compare the prices of products available on GeM with other popular emarketplaces or ecommerce platforms. By leveraging data scraping techniques, APIs, and data analytics, the solution will gather and analyze pricing information from multiple sources, allowing users to make informed decisions based on the best available options.


Title: Contact center knowledge management tool with decision tree. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: The problem at hand involves developing a knowledge management tool specifically designed for contact centers, aiming to streamline customer support and enhance the efficiency of agents through the implementation of a decision tree framework. Contact centers handle a vast amount of customer inquiries, and providing accurate and consistent responses is crucial for delivering highquality customer service. The knowledge management tool with a decision tree is designed to assist contact center agents in accessing relevant information quickly and making informed decisions when interacting with customers. It leverages a decision tree structure, which is a hierarchical model that guides agents through a series of questions and steps to determine the appropriate response for a given customer query or issue.


Title: Image correctness for a product on marketplace. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: This problem involves developing an image correctness analysis solution specifically tailored for assessing the accuracy and quality of product images on marketplace and ecommerce platforms. With the increasing reliance on visual content in online shopping, ensuring the correctness and authenticity of product images has become crucial for building trust and facilitating informed purchasing decisions. Image correctness analysis refers to the process of automatically evaluating and verifying the accuracy, completeness, and relevance of product images displayed on online marketplaces and ecommerce platforms. It aims to detect potential issues such as misleading images, incorrect representations, altered visuals, or mismatched product details.


Title: Sentiment analysis of Social Media presence. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: This problem involves developing a sentiment analysis solution specifically designed for analyzing the sentiment expressed in the social media presence of individuals and organizations. With the significant impact of social media on personal and organizational reputation, understanding the sentiment of social media posts, comments, and interactions has become essential for individuals and businesses alike. Sentiment analysis refers to the process of automatically determining the sentiment or emotional tone conveyed by text or speech. In the context of social media, sentiment analysis can provide valuable insights into public perception, customer feedback, and brand reputation. By analyzing the sentiments expressed in social media content, individuals and organizations can gauge the overall sentiment trends, identify potential issues, and take appropriate actions to maintain or enhance their online presence.


Title: Sentiment Analysis of Incoming calls on helpdesk. Category: Miscellaneous. Subcategory: Software. Organization: Ministry of Commerce and Industries. Description: The problem at hand involves developing a sentiment analysis solution specifically tailored for analyzing the sentiment of incoming calls in helpdesks, call centers, and customer services. With the everincreasing volume of customer interactions in these domains, it is crucial for businesses to gain insights into the sentiments expressed by their customers during phone conversations. Sentiment analysis refers to the process of automatically determining the sentiment or emotional tone conveyed by a text or speech. In the context of incoming calls, sentiment analysis can provide valuable information about customer satisfaction, identify potential issues, and highlight areas for improvement in customer service delivery.


Title: Using existing CCTV network for crowd management, crime prevention, and work monitoring using AIiML. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Railways. Description: The Indian Railways is one of the largest railway networks in the world, serving millions of passengers daily. However, with the increasing number of passengers and trains, the management of railway stations and trains has become a challenge, especially when it comes to crowd management, cleanliness, crime prevention, and work monitoring. The traditional methods of manual monitoring and surveillance are time consuming, and human error can lead to missed incidents. The integration of AI and ML technology can help the Indian Railways to overcome these challenges. Albased CCTV networks can analyze large amounts of data in realtime and provide insights into crowd management, crime prevention, and work monitoring. This can improve the safety and security of passengers, as well as the efficiency of railway operations. For example, AI algorithms can detect unusual behavior and alert security personnel, while ML algorithms can predict crowd patterns and help with resource allocation. However, implementing Albased GCTV networks requires a significant investment in technology and infrastructure, as well as the development of data management systems that can handle the large amount of data generated by these systems. Additionally, privacy and ethical considerations must be taken into account to ensure that the use ofAI technology does not infringe on the rights ofpassengers or workers. In conclusion, the use of AI and ML technology in the analysis of existing ccrv networks of the Indian Railways can bring about significant benefits for crowd management, crime prevention, and work monitoring. However, careful planning and implementation are required to ensure that these benefits are realized while respecting the privacy and ethical concerns ofstakeholders


Title: Natural language translation engine for announcements and information dissemination at stations. Category: Smart Automation. Subcategory: Software. Organization: Ministry of Railways. Description: Design ofa system to provide information in a desired Indian language on demand by passengers and other customers, in written and oral form. The system should be extendable to foreign languages for tourists as and when required. Limited vocabulary systems for commonly required railway information services are acceptable. Scope ofthe system  announcements at stations, information over IVRS, information through chatbots and web interfaces. constraints to be considered  voice recognition in different languages noisy ambience at stations adequate computing power for onthefly content generation delivery on mobile devices.


Title: A software that suggests drugs and formulations for a diseasepharmacological property based on the Ayurvedic classical booksRepositories.. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of AYUSH. Description: Ayurveda has a large database of single herbs, minerals, and formulations that have been tailormade to suit each individual, hisher psychosomatic constitution, clinical condition, comorbidities, age, region, etc. These data are spread over more than 150 texts, amidst manuscripts in multiple languages and scripts. With the rise of transcriptional and translational facilities, several traditional medicinal texts are now available in their digitized forms. But for an Ayurvedic student or practitioner, exploring this multitude of literature for identifying their drug of choice often becomes tedious and impractical. Here is the need of a custom software that can identify the apt formulation that has been designed to treat a constellation of symptoms and present it to the studentpractitioner along with its reference and other desired properties. For example, the two formulations Punarnavadi Kashaya and Vyaghryadi Kashaya are mentioned in texts as follows Both these are decoctions advised in Jvara fever and Kasa cough. But in a patient with upper respiratory tract infections like common cold Pinasa, Vyaghryadi would suit better than Punarnavadi. Whereas in a condition associated with inflammatory changes all over the body. I Punarnavadi would be the appropriate choice. The objective of the proposed software is to identify the single drugs and formulations that suit a set of symptoms. Certain ingredients eg. jaggery are unsuitable for certain categories of patients e.g. diabetics. There are also medicine mediums that are unsuitable for specific diseases e.g. fermentedalcoholic preparations in diabetes. Such information is also expected to be conveyed to the learner or practitioner who uses the software. The same disease has been mentioned in different names E.g. Jvara and Santapa for fever and the same word has been used to denote different Eg. Abhaya generally means Terminalia chebula but in the context of Jatyadi ghrita, it means Vetiveria zizanioides. The multiple names of same diseases are expected to be included in the tags of each formulation. The sources for the formulations, and synonyms and similar words have been included in the data section. It is also desirable to include the Ayurvedic pharmacological properties of the single drugs, and the compound formulation called Rasa, Guna, Virya, Vipaka, etc. as and where available.


Title: Chatbot to Known Individual Prakriti Phenotype. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of AYUSH. Description: Ayurveda is a natural health care system that emphasizes the treatment of disease in a highly individualized manner as it believes that every individual is unique having a different constitution. It classifies all individuals into different Prakruti types based on the theory of tridosha and each type has a varying degree of predisposition to different diseases. This is independent of racial, ethnic, or geographical considerations. Knowing which particular Prakruti one belongs to, enables them to decide the preference of food which suits them best. By following the rules and regulations regarding food and lifestyle, one can prevent themselves from getting inflicted with various diseases. But, Prakruti assessment is a tedious process that requires the individual to visit the physician followed by a long list of questions in order to reach a conclusion. In order to make this process more convenient, the development of a self assessment tool with the help of artificial intelligence may prove to be a stepping stone. A Chatbot which has prerecorded questionnaire may help in the Prakruti assessment depending upon the responses given by an individual.


StartupAYUSH Portal

Title: StartupAYUSH Portal. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of AYUSH. Description: The key objective of the Startup AYUSH portal is to be a onestop platform for all stakeholders Startups, Investors, Incubators, Accelerators, Government Agencies, and Public Users in the AYUSH system to interact and collaborate in a highly dynamic environment. The portal is directed to provide a collaborative platform for all the stakeholders of the AYUSH startups to have an interactive engagement to enhance and bolster the network. It will bring together the entire AYUSH Startup community at the global level through virtual connections, mentorship, and showcase opportunities. It will have a plethora of resources and information guides to propel everyone in their entrepreneurial journey.


Title: Albased tool for preliminary diagnosis of Dermatological manifestations. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of AYUSH. Description: The Global Burden of Disease project has shown that skin diseases continue to be the 4th leading cause of nonfatal disease burden worldwide. These conditions are often the presenting face of more severe systemic illnesses, including HIV and neglected tropical diseases NTD. such as elephantiasis and other lymphedemacausing diseases. Additionally, skin disorders pose a significant threat to patients wellbeing, mental health, ability to function, and social participation. However, it is very difficult to provide better dermatological care to underserved or resourcepoor regions in a costeffective manner owing to unavailability of efficient diagnostic tools, lack of connectivity, and poor laboratory infrastructure etc. Moreover, there is also a scarcity of physicians with dermatological training. Even, preliminary screening of a dermatological manifestation seems to be an arduous task. Thus, developing an Artificial intelligencebased tool through Image processing technique for preliminary diagnosis of numerous dermatological conditions will prove to be a boon in the health care system.


Title: Identification of Different Medicinal PlantsRaw materials through Image Processing Using Machine Learning Algorithms. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of AYUSH. Description: ndia, with a rich heritage of floral diversity, is wellknown for its medicinal plant wealth, but their identification is one of the major burning issues in Ayurvedic Pharmaceutics. Several crude drugs are being sold under the same name in the market leading to confusion and their misidentification. Even the collectors and traders are not completely aware of the exact morphological appearance or differentiating attributes of the many drugs owing to seasonal and geographical availability, and similar characteristics. Moreover, the extensive consumption to meet demandsupply ratio exerts a heavy strain on the existing resources. It further leads to the practice of adulteration, substitution, and disbelief in the curative capability of the system eventually. Thus, software capable of identifying different medicinal plants raw materials through Image Processing Using Different Machine Learning Algorithms will be of immense use. It will be helpful at every level viz. wholesaler, distributor, etc. of the supply chain of raw material being utilized in the system.


Title: Development of a prototype instrument sensor based for assessment and quantification of rasas taste in crude herbs.. Category: MedTech  BioTech  HealthTech. Subcategory: Software. Organization: Ministry of AYUSH. Description: Every herb used in the Ayurveda possesses some Taste Rasa and most important of them are Madhura Sweet. Amla Sour, Katu Pungent, Tikta Bitter, Kashaya Astringent. The rational application of herb in management of various diseases also depends on selection of herbs as per their rasa Taste as rasa Taste has the potential to effect the physiology of human body. Further, the same principle also applied for dietary items for their use in health management In fact, management of physiological units Vata, Pitta or Kapha Body humors may also be done on rational application of dravyastmaterials of dietary and medicinal value based on rasa taste. However, it is simple to identify rasa taste through tongue but it is not possible to quantify Further, the potency of herbs also depends on its rasa. Thus, quantification of rasa taste in crude herbs is also needed for quality assessment of crude herbs. Solution Need to develop an instrument Tongucometer which can quantify the Taste rasaMadhura Sweet, Amla Sour, Katu Pungent, Tikta Bitter, Kashaya Astringent present in the materials used as diets and medicine through a sensorbased instrument


Title: PG dissertation Management System Description.. Category: Smart Education. Subcategory: Software. Organization: Ministry of AYUSH. Description: PG dissertation is the partial requirement for the fulfillment of Pg degree. During 1st year of post graduation, student select PG dissertation topic and carry out research under supervision of PG guide and submit dissertation during final year of evaluation. The following are the major steps of the dissertation Selection of topics 1. As per the thrust ideas of research of a particular department. 2. Maintaining student guide ratio. 3. To avoid duplication. Approvals and ethical issues. Monitoring research progress. Evaluation of dissertation. Publication if any, out of dissertation research. Maintenance of database of all dissertations under various categories with search option. With holding of university final year results in case of disapproval of PG dissertation. Managing and monitoring all the above aspects throughout the country maybe a herculean task. An application to ease the process and improve the quality of research is essential.


Title: Application for Assessment of Quality of Textbook Reference Books E Book. Category: Smart Education. Subcategory: Software. Organization: Ministry of AYUSH. Description: The medical students aiming to be good physicians, need to select a standard medical textbook. It is evident that there are several books made available in ASU Ayurveda, Unani, Siddha medical systems and every book claims that the book has been written as per CCIM or NCISM syllabus. Amongst some are good and some are of poor quality and were written with vested interest. Due to this, students are trapped by substandard books that leads to poor quality standard among students. Identifying this issue and its impact on medical on the medical system, NCISM constituted an expert committee for the development of an assessment scale for textbooks reference books. The expert committee after thorough deliberations developed the assessment scale for the quality assessment of textbooks reference books. This assessment scale serves the purpose of ÃƒÂÃâšÂÃÂSelection of quality textbooks by teachers for their students. Serving as a reference for textbook writers. ÃƒÂÃâšÂÃÂ Providing criteria to recommend for inclusion in the list of recommended apex regulatory bodies. The assessment process requires a review of the books by reviewers subjectwise reviewers located across the country, 3 reviewers per book and summarizing the reviewers remarks and decision by the committee. The development of an application on this will help to get reviews from people around the world online and also will help to summarize all the reviewed data in a faster mode.


Title: Automation of drill core rock sample lithology logging.. Category: Transportation  Logistics. Subcategory: Software. Organization: Ministry of Mines. Description: The lithology of drilled core samples in exploration is usually identified on the basis of grain size, color, cementing material, mixing of grains of different sizes sorting, packing and compactness of grains roundness of grains. The Luster and specific gravity of the sample also play a crucial role in the identification of core rock samples with respect to dimensions. The geological discontinuities are identified on the basis of fractures, joints, and lithocontacts. Hence, the development of a device assembly, that scans the drill core rock sample and identity the lithology and geological discontinuities on the basis of above said parameters by the artificial intelligence with given standards.


Title: Unpredictable failure of poly pulleys along cable belt conveyor system for pulley changing. Category: Transportation  Logistics. Subcategory: Software. Organization: Ministry of Mines. Description: There are more than 18,000 nos. of poly pulleys along the conveyor length which undergo wear and tear and need replacements including emergency replacements stopping the conveyor system. Solution Desired Based on past data and the use of suitable ML software, the pulley failures with its locations can be predicted which would help in avoiding sudden stoppages of the conveyor.


Title: unpredictable wear and tear of cable belt conveyor Rope and belt leading to frequent stoppage of single line Mine production system causing significant loss of production. Category: Miscellaneous. Subcategory: Hardware. Organization: Ministry of Mines. Description: The 14.6 km long cable belt conveyor is supported on pulleys. A steel rope runs over these pulleys while the belt sits over them. The conveyor is operated by pulling the steel ropes with a drive motor. The rope gets elongated due to pulling force leading to breakage of its strands. Similarly, the belt also gets worn out causing stoppage of conveyor operation unpredictably. Solution Desired By capturing the past reasons for wear and tear including visuals and using a suitable ML application, try to predict the condition of the Rope and belt well in advance such that corrective and preventive actions can be taken before its failure preventing loss of production.


Title: Mines operation specially haulage of dumphers done through operators extended even in the absense in adequacy of operators.. Category: Miscellaneous. Subcategory: Hardware. Organization: Ministry of Mines. Description: Description In case of Force majeure situations like road blockadesstrikes by locals, all haulage operations are halted. Also sometimes due to the absence of operators, the quantum of excavationhaulage has to be reduced commensurate to the available workforce. Solution Desired If there would have been autonomousautomated haulage systems allowing programmable operation of dumpers within OEM operating parameters, without an operator sitting inside the cabin, then the issues could be taken care of. This would further ÃƒÆÃÂ¼ Reduceeliminate the need to stop equipment for breaks and shift changes, which increases the utilization of each vehicle. ÃƒÆÃÂ¼ By better tracking and controlling vehicle operations within OEM prescribed limits, asset life can be extended, including areas such as tires, brakes, and other components. ÃƒÆÃÂ¼ The systems having control from a remote controlcommand center will enable controlling and managing vehicle operations in a consistent manner thereby leading to a significant reduction in labor, fuel, and maintenance costs. In the absence of completely autonomousautomated haulage systems, teleoperated vehicles could be used enabling automatic steering along a preset path. ÃƒÆÃÂ¼ Drivable areas within the mine are converted into a map for the systems. ÃƒÆÃÂ¼ Here an operator may control acceleration and braking while the Teleoperating system automatically controls steering. Similar to a train on a railroad track, controlled vehicles can drive on their precise path, minimizing the reliance on highresolution video and operator skills for safe operation and also preventing the operators from driving in unsafe and prohibited areas.


Title: Dificulty in operating Heavy earth moving machineries during rainy season 45 months due to extremely poor visibility conditions leading to significant loss of excavation and production. Category: Transportation  Logistics. Subcategory: Hardware. Organization: Ministry of Mines. Description: The Mine is located on a hill top over an altitude of avg. 1250m above MSL, suffers significant loss of excavation and production during 45 months of rainy seasons due to extremely poor visibility condition caused by stagnated dark clouds on the hilltop. It becomes very unsafe to operate Loaders and Dumpers resulting in huge loss of excavation and production. Solution Desired Loaders and Dumper operations should be guided in such a way that Mine excavation and production processes are carried out safely. The solution may lie in using suitable AIML applications based on GPS technology, realtime monitoring of weather conditions, and providing fogpiercing lights coupled with proximity sensors to avoid equipment collisions. The solution should be effective enough to operate mining machineries safely to meet the targets.


Title: Software for intervention of speech sound disorders in Hindi and English.. Category: Smart Education. Subcategory: Software. Organization: Ministry of Social Justice and Empowerment. Description: Background The majority of individuals with intellectual disability, hearing impairment, cerebral palsy, chronic neurological condition, and speech and language disability present with speech sound disorders characterized by unintelligible speech. These errors may reflect a lack of motor skills to produce a sound, a lack of linguistic knowledge, or deficiencies in both. The Intervention approaches must focus on one or a combination of both skills. Hindi, the national language of India is spoken by over 1 million people, and 43 of the Indian population. Though several training resources are available in English, the resources in Indian languages are limited. A training resource manual titled ÃƒÂÃâšÂÃÅPhonics and phonological processing to Develop Literacy and ArticulationPreliteracy and Articulation drill bookÃƒÂÃâšÂÃâžÂ contains the sounds of Hindi in isolation and in different words across all word positions. The same can be used to develop software for training individuals in perception and production intervention. Given that the majority of the Indian population is in the rural regions and human resources are in the urban regions, this software can help bridge the gap and serve the unserved population. The software can be used to give visual and auditory stimulation and feedback and can help track progress. The training can be more intense with short frequent sessions, and flexible timings. ÃƒâšÃÂ Detailed description Motorbased Intervention generally includes perceptual and production training and both can be incorporated into the same software. Perceptual training also called ear training involves teaching their clients to perceive the distinction between the target and error sounds. Through software, the child can be presented with a variety of correct and incorrect realspeech examples of the target phoneme and can be asked to make judgments about whether the production was correct. The software can also provide visual feedback about the accuracy of the childÃƒÂÃâšÂÃâžÂs judgment. The software can also track the childÃƒÂÃâšÂÃâžÂs success rate to assist the clinician in monitoring progress. Production of a target sound can be done using imitation, phonetic placement, successive approximation shaping, and contextual utilization. All of these can be achieved using the software specifically developed for its use. For eg Imitation Several auditory models of the sound in isolation, syllables, or words can be provided. The child can be asked to watch and listen to the video that shows the 3 dimensional image of the sound word being produced and then can be asked to repeat the same. The clientÃƒÂÃâšÂÃâžÂs production can also be recorded for selffeedback. Phonetic Placement When the client is unable to imitate a target sound, cues or instructions regarding where to place his or her articulators can be provided. Use of camera to serve as a mirror, images showing the placement, and videos showing the placement and movement during articulation can be developed. The videos would be 3 dimensional and could involve sound in isolation and word level. Contextual utilization Involves isolating a target sound from a particular phonetic context in which a client may happen to produce a sound correctly, even though he or she typically produces the sound in error. Eg The child can say ÃƒÂÃâšÂÃÅbright sunÃƒÂÃâšÂÃâžÂ, but cannot produceÃƒÂÃâšÂÃÅsÃƒÂÃâšÂÃâžÂ in other context. Slowly introduce other context through the software and then progress to production ofÃƒÂÃâšÂÃÅsÃƒÂÃâšÂÃâžÂ in isolation. ÃƒâšÃÂ Description of the Solution For instance, the child needs to be taught the pronunciation of the syllable ka. 1. The word ÃƒÂÃâšÂÃÅcatÃƒÂÃâšÂÃâžÂ is projected along with the picture. 2. As we tap the word, kÃƒÆÃÂt is heard. This forms the auditory cue. 3. The placement of the tongue in the oral cavity and as its changes when the syllables ka ÃƒÆÃÂ and t are pronounced is presented on the animation. This provides a visual cue. 4. Production of Isolated syllables eg. ka in this case, can also be shown. 5. The tongue movements inside the oral cavity can be shown in slow motion as well. A total of 213 such words for each phonemedepending on the frequency of occurrence of phoneme in the language , with each word having a maximum of 5 syllables can be shown to explain the articulatory pattern. The software can be developed in both Indian English and in Hindi, based on the data set.