About

HeatRisk AI is a real-time, multi-source heat risk intelligence platform that combines NOAA weather forecasts, EPA air quality data, CDC social vulnerability indices, and a machine learning model to identify U.S. counties at risk of heat emergencies with a 1–7 day planning window. The canvas implements the complete end-to-end pipeline: from county resolution and weather/AQI/SVI data fetching, through feature engineering and ML model training, to risk scoring (0–100 scale with Low/Moderate/High/Critical tiers) and interactive visualization, enabling emergency managers to pre-position resources and target outreach before dangerous conditions occur.