Giter Club home page Giter Club logo

divinedb / resume-ranker Goto Github PK

View Code? Open in Web Editor NEW

This project forked from iamamanporwal/resume-ranker

0.0 0.0 0.0 207 KB

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.

Python 51.98% CSS 21.52% HTML 26.50%

resume-ranker's Introduction

Resume Analyzer Web App ๐Ÿ“๐Ÿ’ป

GitHub last commit Python Version

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

๐Ÿš€ 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

๐Ÿ”ง 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.

๐Ÿ“ Directory Structure

โ”œโ”€โ”€ app.py
โ”œโ”€โ”€ static/
โ”‚   โ””โ”€โ”€ styles.css
โ”œโ”€โ”€ templates/
โ”‚   โ””โ”€โ”€ index.html
โ”œโ”€โ”€ uploads/             # Uploaded resumes will be saved here
โ”œโ”€โ”€ requirements.txt
โ”œโ”€โ”€ README.md
โ””โ”€โ”€ .gitignore

๐Ÿ“ Contributing

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

๐Ÿ’ก Inspiration

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

๐Ÿ“ซ Contact

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

Developed with โค๏ธ by Aman Porwal

resume-ranker's People

Contributors

iamamanporwal avatar atiumcache avatar hbalickgoodman avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.