Harish KB
„ 8248052926
# harishkb20205@gmail.com
ï Harish KB
§ HARISH20205
Education
Vellore Institute of Technology (VIT)
Vellore, India
MTECH (Integrated) in Computer Science and Engineering(CGPA: 8.46)
Aug 2022– July 2027
Experience
AI Research and Development Intern (Remote)
Jun 2024 – Oct 2024
eBramha Techworks Private Limited
• Developed a speech-to-text summarization system integrating Whisper for transcription and Pegasus for
summarization, enhancing processing speed and efficiency while significantly reducing overall processing
time and improving system performance.
• Conducted in-depth research on advanced NLP models such as PEGASUS, BERTsum and BART,
contributing to the development of effective solutions for tasks like summarization and language
understanding.
• Built a neural network for handwritten digit classification (MNIST) from scratch, implementing core
machine learning concepts like gradient descent and one-hot encoding.
Projects
VerbiSense: Interactive Document Retrieval System - Link
• Built the VerbiSense backend with FastAPI, optimizing document uploads, query processing, and API
performance for real-time interactions with the React frontend.
• Integrated Retrieval-Augmented Generation (RAG) for improved document retrieval and response
generation.
• Applied PyTorch models for advanced NLP tasks like semantic understanding and context-based querying.
Speech-to-Text Summarization
• Developed a Python script that improved audio transcription accuracy by 30% and reduced
post-processing time by 35%.
• Designed and implemented the frontend interface to provide a seamless, user-friendly experience for
individuals interacting with the speech-to-text summarization system.
Technical Skills
Languages: Python, Java, C/C++
Machine Learning: Supervised learning, unsupervised learning, NLP, LLMs
Tools: GitHub, Docker, Linux, AWS, Hugging Face
Computer Vision: OpenCV, YOLO
Backend: FastAPI, Flask, MongoDB, Firebase
Areas of Interest
• Machine Learning and AI
• Full Stack Development
• Cloud Computing and DevOps Practices
Certifications
• Coursera: Supervised Machine Learning: Regression and Classification
• Coursera: Advanced Learning Algorithms
• Coursera: Generative AI with Large Language Models