Orbital Nexus — Multi-Satellite Data Fusion Dashboard

Hyperspace Innovation Hackathon 2026 — Problem Statement #4

What It Does

Orbital Nexus fuses multi-satellite data (weather, soil, NDVI, crop patterns) into a single, AI-driven dashboard that lets farmers, researchers, and policymakers ask natural-language questions and get actionable, location-specific insights — completely offline.

Stack

Layer	Tech
Frontend	React 19, TypeScript, TailwindCSS, Leaflet
Backend	Python 3.12, FastAPI
AI/UI	Tembo AI SDK (generative dashboards)
Data	Offline CSV/JSON (Kaggle + public datasets)

Quick Start

Backend

cd backend
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
uvicorn app.main:app --reload --port 8000

Frontend

cd frontend
npm install
npm run dev

Open http://localhost:5173 — backend runs at http://localhost:8000.

Project Structure

orbital-nexus/
├── backend/        # FastAPI backend + AI logic
├── frontend/       # React SPA + map + dashboard
├── data/           # Offline datasets (raw + processed)
├── scripts/        # Data preprocessing & fusion helpers
├── docs/           # Architecture, demo script, dataset docs
├── deployment/     # Deployment notes (Vercel, Hostinger)
└── README.md       # You are here

Team

Orbital Nexus — Hyperspace 2026

License

MIT