AI_Resume_Analyzer

AI-powered Resume Analyzer – Extracts text from resumes (PDF & scanned), highlights key skills, recommends best-fit jobs using ML & TF-IDF, and generates professional PDF reports.

Comment

🚀 AI Resume Analyzer

An AI-powered Resume Analyzer built with Flask, Python, and Machine Learning that:

  • Extracts text from PDF resumes (supports scanned and graphical resumes with OCR).
  • Highlights key skills and keywords.
  • Generates personalized AI-based job recommendations.
  • Provides a professional PDF report for download.

🌟 Features

  • 📄 Resume Parsing – Extracts text from PDF files using PyPDF2 and Tesseract OCR.
  • 💡 AI Job Recommendations – Suggests the most relevant job titles using TF-IDF & Cosine Similarity.
  • 🖤 Modern UI – Clean and black & white professional design for landing, upload, and dashboard pages.
  • 📊 PDF Report Generation – Generates a downloadable PDF with matched jobs and scores.
  • ⚡ Lightweight & Fast – Handles both text-based and image-based resumes.

🖥️ Tech Stack

Backend:

  • Python (Flask)
  • Machine Learning (TF-IDF, Scikit-learn)
  • OCR with PyTesseract & PDF2Image

Frontend:

  • HTML5 / CSS3 (Modern Black & White Theme)
  • Bootstrap 5
  • FontAwesome Icons

Others:

  • FPDF for PDF report generation
  • Git & GitHub for version control

📦 Installation

1️⃣ Clone the repository

git clone https://github.com/HRAFXX/AI_Resume_Analyzer.git
cd AI_Resume_Analyzer

2️⃣ Create a virtual environment

python -m venv .venv
# Activate on Windows
.venv\Scripts\activate
# Activate on Mac/Linux
source .venv/bin/activate

3️⃣ Install dependencies

pip install -r requirements.txt

4️⃣ Run the app

python app.py

Then open http://127.0.0.1:5000/ in your browser. 🎉

📁 Project Structure

AI_Resume_Analyzer/
│-- app.py
│-- templates/
│   │-- base.html
│   │-- landing.html
│   │-- upload.html
│   └-- dashboard.html
│-- static/
│-- uploads/           # Temporary uploaded resumes (ignored in .git)
│-- generated_pdfs/    # Generated reports (ignored in .git)
│-- temp_images/       # OCR images (ignored in .git)
│-- requirements.txt
│-- README.md

📸 Screenshots

Landing Page

Modern black & white hero page with a Start Now CTA. landing1

Upload Page

Drag & Drop or click to upload your PDF resume. upload1

Dashboard

Extracted resume text with highlighted keywords and AI job recommendations. dashboard1

🚀 Future Enhancements

  • ✅ Multi-user authentication
  • ✅ Save reports to database (MongoDB / PostgreSQL)
  • ✅ More advanced NLP-based job recommendations using BERT or GPT
  • ✅ Cloud deployment (Heroku / Render / AWS)

👨‍💻 Author

Achraf Gebli

  • 🎓 AI Engineering Student @ Euromed University of Fes
  • 🔗 GitHub | LinkedIn

⭐ Contribute

Contributions are welcome!

  1. Fork this repository
  2. Create a new branch (feature-branch)
  3. Commit your changes
  4. Push and Create a Pull Request

If you like this project, give it a ⭐ on GitHub!

📄 License

This project is licensed under the MIT License – feel free to use it and improve it.

Built With

Share this project:

Updates