Edtech-Skill-Gap-Analyzer

AI-powered tool that helps users discover the skills they need to reach their dream careers — and find resources to bridge the gap.

🚀 Demo

[Live Demo Coming Soon]

📌 Features

• Input your current skills and career goals
• Get a list of missing skills and relevant learning resources
• Real-time analysis using semantic embeddings
• Clean UI built with React/Dash
• FastAPI backend + PostgreSQL database

🛠️ Tech Stack

Layer	Tools Used
Backend	Python, FastAPI, PostgreSQL, SQLAlchemy
AI/ML	Sentence Transformers, Scikit-learn
Frontend	React.js (with TypeScript) or Dash
Deployment	Docker, Render, Vercel

📚 How It Works

1. User selects or inputs their existing skills
2. Chooses a career goal (e.g., "Data Scientist")
3. The app:
   • Embeds both sets of skills
   • Computes similarity
   • Identifies gaps
   • Recommends relevant resources

🧪 Local Setup

# Backend
cd backend
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
uvicorn main:app --reload

# Frontend
cd frontend
npm install
npm run dev