Ingested real-time COVID-19 epidemiological data from Google Cloud BigQuery (COVID-19 Open Data), to optimize the stationing of first-responders and medical resource allocation. Persisted and synchronized processed regional data using Firebase, for low-latency updates. Computed derived metrics & risk scores to classify regions into risk categories. Visualized spatiotemporal risk clusters using Google Maps, Places APIs. Delivered results via a responsive web application with location-based filtering & alerts.

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