https://github.com/maskedsyntax/resumate

A web-based tool for analyzing, comparing, and ranking resumes based on job descriptions to enhance job application relevance.
https://github.com/maskedsyntax/resumate

Last synced: 10 months ago
JSON representation

A web-based tool for analyzing, comparing, and ranking resumes based on job descriptions to enhance job application relevance.

• Host: GitHub
• URL: https://github.com/maskedsyntax/resumate
• Owner: MaskedSyntax
• License: mit
• Created: 2024-12-05T05:58:00.000Z (about 1 year ago)
• Default Branch: master
• Last Pushed: 2024-12-10T18:24:03.000Z (about 1 year ago)
• Last Synced: 2025-02-05T01:33:07.164Z (12 months ago)
• Size: 293 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# ResuMate 📝

**Analyze, Compare, and Rank Resumes with Ease**

![Frontend](https://img.shields.io/badge/Frontend-React%20%7C%20TypeScript-blue) 

![Backend](https://img.shields.io/badge/Backend-Flask-green) 

![NLP](https://img.shields.io/badge/NLP-Python%20Libraries-yellow) 

![Platform](https://img.shields.io/badge/Platform-Web%20Application-orange)

ResuMate is a web-based tool designed to analyze, compare, and rank resumes based on job descriptions. It leverages **Natural Language Processing (NLP)** using **Python libraries** to extract meaningful insights, ensuring accurate scoring and comparison of resumes. This tool simplifies the hiring process by providing actionable insights to both job seekers and recruiters.

---

## 🚀 Features

1. **Score Resumes**  

   Analyze a resume against a job description and get a detailed score with insights on strengths and weaknesses.

2. **Compare Resumes**  

   Compare two resumes side-by-side to determine which one better fits the provided job description.

3. **Rank Resumes**  

   Bulk upload multiple resumes and rank them based on their alignment with the job description.

---

## Technologies and Tools 

- **Frontend**: React (TypeScript) with Shadcn/UI for the design system.  

- **Backend**: Flask (Python) with REST APIs.  

- **DevOps**: GitHub Actions for automating backend builds and tests.  

---

## Development Workflow 

- **Frontend**: Deployed on Vercel, communicates with the backend via REST APIs.  

- **Backend**: Deployed on Railway, with GitHub Actions managing builds, tests, and ensuring stable code on the main branch.  

---

## Future Enhancements ✨

- **Integration with AI**: A chatbot to suggest resume improvements based on the analyzed results.

- **Advanced Analytics**: Include insights into industry trends based on job descriptions.

---

## NLP in ResuMate

NLP plays a crucial role in powering the resume analysis and ranking capabilities of ResuMate. Here’s how it’s used:

1. **Resume Scoring**:

   - Extracts key information from resumes and job descriptions.

   - Matches skills, qualifications, and experiences using Python-based NLP techniques.

2. **Resume Comparison**:

   - Uses NLP libraries to compare two resumes in terms of relevance to a given job description.

   - Highlights strengths and weaknesses in both resumes.

3. **Resume Ranking**:

   - Processes multiple resumes in bulk.

   - Ranks resumes based on their fit for a specific job using NLP algorithms.

By integrating NLP, ResuMate ensures high accuracy and relevance in its analysis, making it a powerful tool for Resume Analysis.

---

## Design Mockups of the UI

### 1. Score Resume

![Score Resume](./designs/score-resume.png)

### 2. Compare Resumes

![Compare Resumes](./designs/compare-resumes.png)

### 3. Rank Resumes

![Rank Resumes](./designs/rank-resumes.png)

---

## License

This project is licensed under the [MIT License](LICENSE).

---

Feel free to contribute or suggest improvements by opening an issue or submitting a pull request!