Abraz-babs/EconomicBridge_Sat_AI_ML

This is a satellite intelligence systems that protect West African smallholder farmers from conflict, crop disease, floods, and poverty through AI-driven Earth Observation data fused into actionable alerts for governments and extension officers. # EconomicBridge **AI & Satellite Mapping for Aid Delivery Optimization** > A multi-tenant satellite intelligence platform serving NGOs, governments, international bodies, and research institutions across 52 West African administrative units (36 Nigerian states + FCT + 15 ECOWAS countries). Operated by **Bizra Farms Integrated Nigeria Limited** — *"Using AI to Expand Economic Opportunity"*. --- ## Modules | # | Module | Description | |---|--------|-------------| | 01 | Economic Visibility | Poverty mapping & economic indicators | | 02 | Aid Coordination | Multi-agency aid delivery optimization | | 03 | Farmland Protection | Herder-farmer conflict prediction & land monitoring | | 04 | CropGuard | Crop disease detection & agricultural monitoring | | 05 | ShockGuard | Flood, drought, and disaster early warning | | 06 | Economic Mobility Compass | Economic opportunity & mobility insights | | 07 | SkillsBridge | Skills-to-opportunity matching | --- ## Where to look for what Everything is split cleanly by service. Frontend code lives in `apps/frontend/`, backend code lives in `apps/api/` or `apps/ingestion/`. Each service owns its own configuration, dependencies, virtualenv, and `.env` files. ``` economic-bridge-project/ │ ├── apps/ │ ├── frontend/ FRONTEND — Next.js dashboard (port 3000) │ │ ├── src/ React/TypeScript components │ │ ├── package.json npm dependencies │ │ ├── next.config.ts Next.js + CSP headers │ │ ├── .env.local Mapbox token (gitignored) │ │ └── .env.local.example template │ │ │ ├── api/ BACKEND API — FastAPI (port 8000) │ │ ├── main.py FastAPI app entrypoint │ │ ├── config.py pydantic-settings │ │ ├── routers/ HTTP layer │ │ ├── services/ business logic │ │ ├── repositories/ DB access (no business rules) │ │ ├─ …