This project is an AI-powered resume screening tool developed using Streamlit and machine learning. The tool leverages natural language processing (NLP) and machine learning algorithms to automate the resume screening process, making it more efficient and accurate.
- Introduction
- Features
- Installation
- Usage
- Project Structure
- Model Training
- Deployment
- Contributing
- License
The AI-powered resume screening tool is designed to streamline the hiring process by automating the initial resume filtering. HR teams can input job descriptions and upload resumes, and the tool will calculate the match likelihood and categorize the resumes accordingly. This project aims to save time and reduce human bias in the resume screening process.
- Automated resume screening based on job descriptions
- Uses machine learning to predict job category match
- Easy-to-use web interface built with Streamlit
- Stores HR requirements and resumes in an Excel file
- Option to export shortlisted resumes to Excel
To run this project locally, follow these steps:
- Clone the repository:
git clone https://github.com/yourusername/ai-resume-screening.git cd ai-resume-screening