AI Resume Analyzer & Career Recommendation System

An AI-powered web application that analyzes resumes, evaluates ATS compatibility, predicts suitable job roles, and provides improvement suggestions.

Features

• Resume skill extraction using NLP (spaCy)
• ATS compatibility scoring
• Job role prediction
• Career role comparison
• Resume improvement suggestions
• Interactive dashboard (React)

Tech Stack

• Frontend: React.js
• Backend: Flask (Python)
• NLP: spaCy
• API: REST Architecture

System Workflow

Resume → Text Extraction → Skill Detection → ATS Scoring → Role Prediction → Suggestions → Visualization

How It Works

1. Upload resume (PDF)
2. Extract skills using NLP
3. Calculate ATS score
4. Predict best job role
5. Suggest improvements

Run Locally

1. Backend

• cd backend
• pip install -r requirements.txt
• python app.py

2. Frontend

• cd frontend
• npm install
• npm run dev

Future Improvements

• LinkedIn job integration
• LLM-based resume rewriting
• Multi-format resume support