🧠 AI Resume Scanner

An AI-powered resume scanner built using React (Vite) and Python Flask that helps match your resume to a job description using NLP and cosine similarity.

💡 Features a modern glassmorphism UI with a neon purple theme.

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🗂️ Project Structure

ai-resume-scanner/
├── backend/
│   ├── app.py
│   └── resume_scanner.py
│
└── resume-scanner-ui/
    ├── src/
    │   ├── components/
    │   │   ├── IntroPage.jsx
    │   │   ├── UploadPage.jsx
    │   │   └── ResultPage.jsx
    │   ├── App.jsx
    │   ├── main.jsx
    │   └── index.css
    ├── index.html
    └── vite.config.js

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🛠 Tech Stack

Frontend	Backend	Machine Learning
React (Vite)	Python + Flask + CORS	spaCy (NLP), Scikit-Learn
Axios (API requests)	PyPDF2 (PDF parsing)	TfidfVectorizer + Cosine
Glassmorphism CSS UI	REST API (Flask route)	Text preprocessing

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⚙️ Setup Instructions

✅ 1. Clone the Repo

git clone https://github.com/jaiganesh2108/ai-resume-scanner.git
cd ai-resume-scanner

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🧪 2. Start Backend (Flask API)

cd backend
python -m venv venv
source venv/bin/activate   # or venv\Scripts\activate on Windows
pip install -r requirements.txt
python app.py

The backend will run at: http://localhost:5000

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🌐 3. Start Frontend (Vite + React)

cd resume-scanner-ui
npm install
npm run dev

Frontend will run at: http://localhost:5173

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💡 Features

• ✅ Resume upload (PDF parsing using PyPDF2)
• ✅ Job description text box
• ✅ Score calculation using cosine similarity
• ✅ Stylish glass UI (neon purple)
• ✅ Result page with resume preview

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✨ Future Enhancements

• Skill extraction using Named Entity Recognition (NER)
• Highlight matched keywords in resume
• PDF generation of match report
• User login with history of scans

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🤝 Contributing

Pull requests are welcome! If you have suggestions, feel free to open an issue or submit a PR.

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🧑‍💻 Author

Made with ❤️ by Jai Ganesh H

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📄 License

This project is licensed under the MIT License.