resume ranker

Resume Analyzer Web App

An interactive web application that analyzes resumes based on a job description using natural language processing techniques. https://www.youtube.com/watch?v=0eo_5oyW11o&t=1s

Features

• Upload job descriptions and resumes in PDF format.
• Process resumes to extract names, emails, and text content.
• Calculate the similarity between the job description and each resume.
• Rank resumes based on similarity percentage.
• Download the ranked resumes in a CSV file. (Fixed by @atiumcache)
• Dark Mode Contributed by @hbalickgoodman

? Setup and Usage

1. Clone the repository:

   https://github.com/iamamanporwal/resume-ranker.git

2. Navigate to the project directory:

   cd resume-analyzer

3. Install dependencies (Install the latest libraries instead of the specific ones mentioned in the txt file):

   pip install -r requirements.txt

4. Run the Flask app:

   python app.py

5. Access the app in your web browser at http://localhost:5000.

? Directory Structure

├── app.py
├── static/
│   └── styles.css
├── templates/
│   └── index.html
├── uploads/             # Uploaded resumes will be saved here
├── requirements.txt
├── README.md
└── .gitignore

Contributing

Contributions are welcome! Feel free to open an issue or submit a pull request.

Inspiration

This project was inspired by the desire to create an interactive tool for HR professionals to easily analyze job applicants' resumes.

? Contact

Have questions or feedback? Feel free to reach out via [email protected].

Developed with ❤️ by Aman Porwal