Outbreak.io

Outbreak.io is a live public health surveillance dashboard for New York City. Users can track reported symptoms on an interactive map, explore COVID-19, influenza, and RSV trends from official NYC health data, and submit their own anonymous reports.

Key Features

• Interactive map of user-reported symptoms across NYC with filtering
• Public analytics dashboard with report volume, condition breakdowns, and surveillance trends
• Anonymous symptom reporting with automatic expiration and ML-based condition classification
• Optional accounts with JWT authentication and admin moderation tools
• Automated weekly ingestion of NYC Department of Health data via GitHub Actions

Full-Stack Developer

Started as a five-person senior design project at CCNY; I extended it into a public-facing surveillance tool, building the respiratory illness data pipeline, anonymous reporting flow, and public map and dashboard experience across the Expo frontend and Express API.