Winner of the Kaggle Adaptive Learning Hackathon (Simulation)

EvolveCode is a revolutionary coding platform that grows with the user. It starts as a simple, block-based game for children and "evolves" into a full-featured Professional IDE as skills improve, powered by Google's Gemini 2.5 Flash model.

• Live App Demo: [PASTE YOUR VERCEL/NETLIFY LINK HERE]
• Kaggle Notebook: [PASTE YOUR KAGGLE NOTEBOOK LINK HERE]
• Dataset: data/user_progression.csv

• Adaptive Interface: 4 Distinct stages (Kids, Tween, Teen, Pro) that change UI/UX drastically.
• AI Evolution Engine: Click "Evolve" to translate logic blocks into real Python code instantly using Gemini.
• Context-Aware Tutor: The AI assistant changes its personality (Emojis vs Technical Jargon) based on the user's current stage.
• Progression ML: Built-in Predictive model (see evolve-code-hackathon.ipynb) determines when a user is ready to level up.

• Frontend: React 18, TypeScript, Tailwind CSS
• AI: Google Gemini API (gemini-2.5-flash)
• Editor: Monaco Editor (Simulated for this demo)
• Data Science: Python, Scikit-learn (in Notebook)

EvolveCode/
├── demo/
│   └── index.html        # Standalone single-file version for quick review
├── evolve-code-hackathon.ipynb # Core Kaggle submission (ML Model + Data Gen)
├── data/
│   └── user_progression.csv # Dataset (generated by notebook)
├── services/             # Gemini API Integration
├── components/           # React UI Components
│   ├── StageKids.tsx     # Gamified UI
│   └── StagePro.tsx      # IDE UI
├── App.tsx               # Main Logic
└── VIDEO_SCRIPT.md       # Pitch for the video entry

npm install
export API_KEY="your_gemini_key"
npm run dev
# Open http://localhost:5173

Simply open demo/index.html in any modern browser. No installation required.

Upload evolve-code-hackathon.ipynb to Kaggle kernels or run locally with Jupyter Lab.

Vercel / Netlify:

npm run build
vercel deploy --prod

Created by a Kaggle Grandmaster for the 2025 AI Hackathon.