asiimwe-dev/FarmerHub-UG

FarmerHub UG is a professional B2B agri-intelligence platform engineered to transform agricultural supply chains across Uganda and East Africa. By leveraging offline-first technology, we empower agricultural cooperatives, exporters, and lenders with high-fidelity field data, AI-driven yield forecasting, and export-grade traceability. # 🌾 FarmerHub UG (FarmerHub Core) **AI-Powered Agri-RegTech Platform for Deforestation-Free Global Supply Chains** --- ## 🎯 Vision & Impact **FarmerHub UG** is an enterprise-grade Agri-RegTech platform designed to secure agricultural market access for East Africa. We bridge the gap between fragmented smallholder supply lines and strict global environmental mandates like the **European Union Deforestation Regulation (EUDR)**. ### 🏛️ The "Traceability Moat" * **Government-Certified**: Authorized Traceability Access Platform (TAP) integrated with Uganda's National Coffee Data Warehouse. * **Intelligence-Driven**: Proprietary **Canopy-Decoupling** engine filters out overstory noise in mixed cropping systems for precise yield forecasts. * **B2B SaaS Excellence**: An economic model where global buyers bear the cost of compliance, removing the financial burden from smallholder farmers. --- ## ✨ Key Capabilities | Capability | Description | |:---|:---| | 📱 **Mediated Capture** | Offline-first mapping for field agents through geo-capture to register farmers without land records or connectivity. | | 🛡️ **EUDR Compliance** | Automated polygon intersection analysis with historical deforestation maps. | | 🧠 **Mixed-Pixel AI** | Advanced yield regression that accounts for Coffee-Banana Intercropping (CBI). | | 🔗 **National DWH Sync** | Secure, encrypted API handshake with government-hosted data warehouses. | | 📄 **DDS Generation** | One-click export of Due Diligence Statements in audit-ready XML/JSON formats. | --- ## 🏗️ Technology Stack ### Mobile & Field (Frontend) * **Framework**: Flutter 3.x (Clean Architecture). * **Persistence**: SQLite (WatermelonDB) + SQLCipher (Encryption). ### Intelligence & Sync (Backend) * **Framework**: FastAPI (Asynchronous Python). * **Spatial**: PostgreSQL 16 + PostGIS. * **Tasking**: Celery + Redis (ML Inference Pipeline). --- ## 📚 Project Documentation Our documentation is organized for developers, institution …