resume-ranker

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The Resume Ranking and Extraction System is a web-based application designed to streamline the process of evaluating and ranking job applicants' resumes based on their similarity to a provided job description. The system also extracts essential information, such as names and emails, from the resumes to facilitate efficient candidate identification.

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// repository documentation

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# Resume Analyzer Web App :memo::computer:

![GitHub last commit](https://img.shields.io/github/last-commit/iamamanporwal/resume-ranker)
![Python Version](https://img.shields.io/badge/python-3.8%2B-blue)

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

## :rocket: 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

## :wrench: Setup and Usage

1. Clone the repository:
   ```sh
   https://github.com/iamamanporwal/resume-ranker.git
   ```

2. Navigate to the project directory:
   ```sh
   cd resume-analyzer
   ```

3. Install dependencies (Install the latest libraries instead of the specific ones mentioned in the txt file):
   ```sh
   pip install -r requirements.txt
   ```

4. Run the Flask app:
   ```sh
   python app.py
   ```

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

## :file_folder: Directory Structure

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

## :memo: Contributing

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

## :bulb: Inspiration

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

## :mailbox: Contact

Have questions or feedback? Feel free to reach out via [aman07porwal@gmail.com](mailto:aman07porwal@gmail.com).

##
Developed with :heart: by Aman Porwal

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