Waterborne disease early warning system integrating multi-source data collection from health facilities, weather stations, water quality sensors, and census records into a unified architecture. Raw data flows through an ETL pipeline into a feature store, feeding time-series forecasting, outbreak classification, and anomaly detection models that score risk and trigger alerts. The system delivers real-time dashboards, SMS/email notifications, and intervention recommendations to health authorities via role-based access controls. Fork this diagram to customize data sources, retrain models, or adapt alert thresholds for your region's epidemiological profile.