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metadata 
title: ResuMate
emoji: 📄
colorFrom: gray
colorTo: blue
sdk: docker
pinned: false

ResuMate

ResuMate is a Python-based AI Resume Assistant designed to help users build and refine their resumes with AI-powered suggestions. It also offers mock interview coaching using personalized resume data and job descriptions.

The project is implemented using:

  • Python
  • MongoDB for data storage
  • OpenAI API for AI-powered assistance

Features

  • Resume Building
    Users can input and refine different resume sections using AI feedback.

  • Mock Interviews
    Generate personalized interview questions and receive feedback on your answers.

  • Resume Rendering
    View a clean, formatted version of your resume.

  • AI-Powered Suggestions
    Receive actionable feedback to improve resume content.

  • MongoDB Integration
    Store user data for easy access and updates.

Prerequisites

Make sure the following are installed:

  • Python 3.8+
  • MongoDB
  • json (built-in Python module)

Usage

1. Run the Application 

python hack_AI_final.py

2. Login or Create Profile

  • Enter your user ID to log in.
  • If the user does not exist, a new profile will be created in MongoDB.

You can use a pre-built example by entering user ID: "test_user"

3. Build Your Resume

  • Select a section to edit:
    Personal Info, Education, Professional Experience, Projects, Publications, or Skills.
  • Provide your content — the AI will return structured JSON and helpful suggestions.
  • You can continue to refine the content through conversation.
  • Make sure you start with something like "This is a new experience:" when you finish refining the previous one and want to start with a new experience.

4. Mock Interview Mode

  • Provide a job title and description.
  • AI will generate interview questions tailored to your resume.
  • You answer → AI gives feedback.

5. View Resume

  • Resume is rendered in a complete, formatted view based on stored data.

API Reference

  • OpenAI API — Used to generate suggestions and mock interview questions.
  • MongoDB — Used for storing and retrieving structured resume data.

Troubleshooting

Mac SSL Certificate Error Fix

If you encounter a certificate error (e.g. CERTIFICATE_VERIFY_FAILED), run:

/Applications/Python\ 3.x/Install\ Certificates.command

Replace 3.x with your installed Python version (e.g., 3.11)

Contributing

Contributions are welcome!
Feel free to fork this repo and submit a pull request with a clear explanation of your changes.

License

This project is licensed under the MIT License.
See the LICENSE.md file for details.