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🤖 HireSense AI – Intelligent Resume Screening & Ranking System

🌐 Live Demo

You can check out the live demo of the system here: Live Demo - HireSense AI

📌 Overview

HireSense AI is an intelligent recruitment tool that uses AI and NLP to automatically screen, evaluate, and rank resumes based on job-specific requirements. It helps recruiters identify the most suitable candidates with minimal effort.

🚀 Features

  • 📄 Resume Parsing – Extracts skills, education, and experience from uploaded files.
  • 🧠 AI-Powered Scoring – Evaluates resumes based on job-match relevance.
  • 📝 NLP Keyword Analysis – Matches job description terms to resume content.
  • ⚡ Instant Shortlisting – Displays top candidates automatically.
  • 📊 User Dashboard – Shows ranked results with insights.
  • 🔧 Custom Filters – Adjust scoring weights for different roles.

🛠️ Technologies Used

  • Python (Streamlit for frontend)
  • SQLite (Lightweight backend database)
  • NLP (spaCy, Scikit-learn)
  • PDF Parsing (PyMuPDF)

📂 How It Works

  1. Upload Resumes – Drop PDF resumes into the uploader.
  2. Job Input – Enter job title and description.
  3. Match & Score – AI processes and ranks resumes.
  4. Review Results – See top candidates in the dashboard.

🎯 Use Cases

✅ Recruiters hiring for tech and non-tech roles.
✅ HR teams processing bulk applications.
✅ Organizations adopting data-driven hiring.

📦 Installation

🔹 Prerequisites

  • Python 3.8+
  • pip (Python package manager)

🔹 Steps

git clone https://github.com/Yashrajgithub/HireSense-AI.git
cd HireSense-AI  
pip install -r requirements.txt  
streamlit run app.py