Skill-based Career Guidance System

A comprehensive web application that helps users identify required skills, get course recommendations, build resumes, and analyze resume compatibility with job descriptions using AI.

🎯 Features

• Resume Builder - Create professional resumes quickly and efficiently
• Course Recommender - Get personalized course recommendations based on skills (Streamlit)
• Skill Recommender - Discover required skills for specific job titles (Streamlit)
• Resume Analyzer (ATS) - Analyze your resume against job descriptions using AI (Streamlit)

🛠️ Tech Stack

Frontend

• React 18 - UI library
• Vite - Build tool
• Tailwind CSS - Styling
• React Router - Routing
• Web3Forms - Contact form (FREE, unlimited)

Backend/ML

• Python 3.8+ - Programming language
• Streamlit - Web app framework
• scikit-learn - Machine learning
• pandas - Data manipulation
• Google Gemini AI - Resume analysis

📁 Project Structure

├── frontend/                 # React frontend application
│   ├── src/
│   │   ├── components/      # React components
│   │   ├── pages/          # Page components
│   │   └── context/        # Theme context
│   └── package.json
│
├── module_2/                # Course Recommender (Streamlit)
│   ├── cc.py
│   └── data/
│
├── module_3/                # Resume Analyzer/ATS (Streamlit)
│   ├── ats.py
│   └── .env.example
│
└── module_4/                # Skill Recommender (Streamlit)
    ├── app1.py
    └── j.csv

🚀 Quick Start

Frontend Setup

cd frontend
npm install
npm run dev

Visit: http://localhost:5173

Python/Streamlit Setup

# Install dependencies
pip install -r requirements.txt

# Run Course Recommender
cd module_2
streamlit run cc.py

# Run Resume Analyzer (in new terminal)
cd module_3
streamlit run ats.py

# Run Skill Recommender (in new terminal)
cd module_4
streamlit run app1.py

📝 Requirements

Frontend

• Node.js 18+
• npm or yarn

Python

• Python 3.8+
• See requirements.txt for Python packages

🌐 Live URLs

• Frontend: https://skill-based-career-guidance-system.vercel.app/
• Course Recommender: https://skill-based-career-guidance-system-using-machine-learning-qyhe.streamlit.app/
• Skill Recommender: https://skill-based-career-guidance-system-using-machine-learning-wrlk.streamlit.app/
• Resume Analyzer: https://skill-based-career-guidance-system-using-machine-learning-9uax.streamlit.app/

📚 Documentation

• Deployment Guide: See frontend/DEPLOYMENT.md for deployment instructions

👤 Contact

• Email: dharaniraja2004@gmail.com
• LinkedIn: https://www.linkedin.com/in/dharanikumar-r07/
• Twitter/X: https://x.com/dharanikumar_07
• Portfolio: https://dharanikumar.vercel.app/

📄 License

This project is open source and available for educational purposes.