metadata

title: Major Project MIT
emoji: 🔥
colorFrom: indigo
colorTo: red
sdk: streamlit
sdk_version: 1.38.0
app_file: app.py
pinned: false

AIHireHub: AI-Driven Recruitment Platform

Overview

AIHireHub is an innovative platform designed to revolutionize recruitment processes by integrating Artificial Intelligence (AI) technologies. It aims to enhance efficiency, accuracy, and fairness in hiring practices, leveraging Large Language Models (LLMs) and Natural Language Processing (NLP) to automate and optimize job description and resume analysis.

Features

Automated Resume Screening: Reduces manual effort by parsing and analyzing resumes automatically.
Bias Mitigation: Employs algorithms to minimize unconscious biases in candidate selection.
Improved Candidate-Job Matching: Utilizes semantic analysis for better matching accuracy.
Diversity Promotion: Encourages inclusivity and fairness in recruitment.

Installation

To set up AIHireHub locally, follow these steps:

Clone the Repository: git clone https://github.com/yourusername/AIHireHub.git
Navigate to the Project Directory : cd AIHireHub
Install Dependencies: pip install -r requirements.txt

Usage python run.py

The platform provides an interface for uploading resumes and job descriptions, which the AI system processes to generate candidate matches.

System Design ◘ AIHireHub consists of the following components: ◘ User Interface (UI): For user interaction and data input. ◘ Application Logic Layer: Manages resume parsing and job matching. ◘ API Integration: Facilitates communication with external AI services.

Contribution

We welcome contributions to AIHireHub. To contribute: 1] Fork the repository. 2] Create a new branch for your feature or bug fix. 3] Submit a pull request detailing your changes.

Acknowledgements Institution: Maharashtra Institute of Technology, Chhatrapati Sambhajinagar (Aurangabad) Project Guide: Dr. Kavita Mohite (Bhosle) Contributors: 1] Prerana Sangole 2] Ankit Patil