moise744/Irerero

Integrated Digital Platform for Early Childhood Development in Rwanda # Irerero — Integrated Digital Platform for Early Childhood Development in Rwanda **Computer & Software Engineering — Final Year Project** > *"Irerero is not just a software project. It is a child health intervention."* Irerero digitises growth monitoring, automates WHO-standard nutritional assessments, and enables evidence-based decision-making for Early Childhood Development centres across Rwanda — from village-level caregivers to national policy makers. --- ## ✨ Features | Feature | Description | |---------|------------| | 📊 **WHO Growth Monitoring** | Z-score calculation (WAZ, HAZ, WHZ, BAZ, HCZ) using LMS method with interactive growth charts | | 🚨 **Smart Alerts** | Automatic SAM/MAM/stunting/wasting detection with severity-based alert generation | | 🤖 **AI Risk Prediction** | ML-powered malnutrition risk scoring using RandomForest (85%+ SAM sensitivity) | | 📱 **Offline-First Mobile** | Flutter Android app works 30+ days offline with encrypted SQLite and background sync | | 🌐 **Management Dashboard** | React web dashboard with real-time WebSocket alerts, charts, maps, and reporting | | 📋 **Digital Referrals** | Generate PDF referral slips, track outcomes, send SMS reminders | | 📈 **Trend Analysis** | 3-month and 6-month growth trajectory detection for proactive intervention | | 📨 **SMS Notifications** | Parent alerts via Africa's Talking in Kinyarwanda | | 🔧 **Smart Scale Integration** | BLE-connected embedded devices for automated measurements | | 🔒 **Data Protection** | Rwanda Law No. 058/2021 compliant, Argon2 hashing, AES-256 mobile encryption | --- ## 🏗️ Architecture ``` ┌──────────────┐ ┌──────────────────┐ ┌──────────────────┐ │ Mobile App │────▶│ Django REST │◀────│ Web Dashboard │ │ (Flutter) │ │ API + ASGI │ │ (React + Vite) │ │ SQLite/BLE │ │ Channels/WS │ │ Tailwind CSS │ └──────────────┘ └────────┬─────────┘ └──────────────────┘ │ ┌─────────┼─────────┐ ▼ ▼ …