ElevateCV - AI-Powered Career Preparation Assistant 🚀

Overview

ElevateCV is an intelligent career preparation assistant that helps job seekers optimize their resumes, analyze skill gaps, and improve their job application materials using advanced AI technology.

Features 🌟

1. Resume Analysis

• ATS Score Calculation: Get your resume's ATS (Applicant Tracking System) compatibility score
• Keyword Optimization: Identify and optimize keywords for better visibility
• Format Checking: Ensure your resume follows ATS-friendly formatting

2. Skill Gap Analysis

• Compare your skills against job requirements
• Identify missing critical skills
• Get personalized recommendations for skill development

3. Resume Optimization

• Receive tailored suggestions for improvement
• Optimize content for ATS systems
• Enhance professional presentation

4. Cover Letter Generation

• Generate customized cover letters
• Match content with job requirements
• Maintain professional tone and structure

5. Interactive Q&A

• Get instant answers to career-related questions
• Receive personalized advice
• Access context-aware responses based on your profile

Technology Stack 💻

• Frontend: Streamlit
• Backend: Python
• AI/ML: LangChain
• LLM: IBM Cloud Granite modesl
• UI Components: Streamlit components, MarkdownLit

Getting Started 🚀

Installation

1. Clone the repository

git clone https://github.com/datasciritwik/prepai.git

cd prepai

2. Install dependencies

pip install -r requirements.txt

3. Set up environment variables

cp .env.example .env

Add your API keys and configurations

WATSONX_APIKEY =""
PROJECT_ID = ""

Run the application :

streamlit run prepai/main.py

Usage Guide 📖

1. Upload Resume

   • Support for PDF and DOCX formats
   • Automatic text extraction

2. Add Job Description

   • Paste job description text
   • Get instant analysis

3. View Analysis

   • Check ATS score
   • Review skill gaps
   • Get optimization suggestions

4. Generate Documents

   • Create custom cover letters
   • Get optimized resume versions

5. Ask Questions

   • Use the chat interface for specific queries
   • Get personalized career advice

Project Structure 📁

prepai/
|
├── Home.py # Main application entry
├── pages/
│ ├── qna.py # Q&A interface
│ └── ... # Other page components
├── modules/
│ ├── llm_connector.py # AI model integration
│ ├── result_generator.py # Analysis generation
│ └── page_utils.py # Utility functions

Live Demo 🌐

Try ElevateCV now at https://prepai.streamlit.app

Contributing 🤝

We welcome contributions! Please follow these steps:

1. Fork the repository
2. Create a feature branch
3. Commit your changes
4. Push to the branch
5. Open a Pull Request

License 📄

This project is licensed under the MIT License - see the LICENSE file for details.

Support 💬

For support, please open an issue in the GitHub repository or contact us at kshitijk146@gmail.com

Acknowledgments 🙏

• Thanks to all contributors - Kshitij, Ritwik, Gifty
• Built with Streamlit
• Powered by IBM Granite Models

---

Made with ❤️ by Aifans