Redamichael/SmartRx

AI Decision Intelligence Layer for Ethiopia's Digital Health Ecosystem # SmartRx AI 🏥 ## AI Decision Intelligence Layer for Ethiopia's Digital Health Ecosystem ### *From Data in Silos to Intelligence in Action* > **Submitted to:** Ethiopian Artificial Intelligence Institute (EAII) AI Innovation Contest > **Category:** Healthcare AI / Digital Health > **Mission:** Improve medicine access, prevent stock-outs, detect disease outbreaks early, and empower both patients and health systems with AI. --- ## 🎯 What is SmartRx AI? SmartRx AI is an **AI-powered pharmacy intelligence platform** built specifically for Ethiopia. It sits as an intelligence layer over existing pharmacy infrastructure and delivers: | Feature | Description | |---|---| | 📷 **Prescription AI** | Scan handwritten Amharic/English prescriptions → extract medicines → find nearest pharmacy with stock | | 🗺️ **Interactive Map** | Live map of all pharmacies with real-time stock health indicators (Leaflet.js + OpenStreetMap) | | 📈 **Demand Forecasting** | LSTM-based 7/14/30-day shortage prediction trained on 18 months of Ethiopian transaction data | | 🦠 **Outbreak Detection** | Autoencoder anomaly detection flags unusual demand spikes before they become crises | | 🔄 **Smart Redistribution** | AI engine identifies overstock↔stockout pairs and auto-generates transfer suggestions | | 📱 **SMS Alerts** | Bilingual (Amharic + English) notifications via Africa's Talking | | 🔌 **Offline-First** | Pharmacy staff can work without internet; sync when reconnected | --- ## 🏗️ Architecture ``` Patient Input (Amharic voice/photo/text) ↓ FastAPI/Flask REST API (44 endpoints) ↓ AI Engine ├── Prescription AI (Tesseract OCR + NLP extraction) ├── LSTM Forecasting (GradientBoosting, 120 medicine models) └── Anomaly Detection (IsolationForest, outbreak signals) ↓ PostgreSQL / SQLite DB (16 tables, 253K+ records) ↓ Frontend Dashboard (Bootstrap + Chart.js + Leaflet.js) ↓ SMS Notifications (Africa's Talking) ``` --- ## 🚀 Quick Start ### Option 1 — One Command (Demo mode, no external deps) …