README.md

metadata

title: AI Resume Screening App
emoji: 🔍
colorFrom: blue
colorTo: green
sdk: docker
pinned: false

🔍 AI Resume Screening App

This project is an AI-powered resume screening tool built with Python, Streamlit, spaCy, and scikit-learn. It processes PDF and DOCX resumes, extracts skills and experience, and computes a match score against a job description.

🚀 Features

• Extracts text from PDF and DOCX resumes.
• Identifies user-defined skills and estimates years of experience.
• Computes a cosine similarity score between resume and job description.
• Streamlit UI for deployment on Hugging Face Spaces.
• Runs on CPU.

📦 Setup on Hugging Face Spaces

1. Access the Streamlit interface.
2. Enter a job description and required skills (comma-separated, e.g., Python, SQL).
3. Upload resumes (PDF/DOCX) via the Streamlit file uploader.
4. View screening results for skills, experience, and match score.

📋 Requirements

Install dependencies using:

pip install -r requirements.txt