This repository presents an AI-based system for campus placement screening, utilizing NLP and Transformer-based models. It automates resume parsing, skill extraction, and matching with job descriptions to enhance efficiency and reduce bias in the recruitment process.
From the README
🎓 AI-Based Smart Campus Placement Screening System An AI-powered intelligent recruitment screening system that automates campus placement shortlisting using Natural Language Processing (NLP), Transformer-based semantic similarity, and multi-factor scoring. --- 🚀 Project Overview Campus placement cells traditionally shortlist candidates based on: • CGPA • Manual resume review • Basic skill matching This process is: • ⏳ Time-consuming • ⚖ Potentially biased • 📉 Inconsistent across evaluators This project introduces an AI-driven smart screening system that: ✔ Automatically parses student resumes (PDF) ✔ Extracts skills using NLP ✔ Matches resumes with job descriptions using...
Skills
- Jupyter Notebook
- Python
