NearMiss Transit: Detecting Recurring Delays Before DisruptionNearMiss Transit: Detecting Recurring Delays Before Disruption
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NearMiss Transit: spotting small transit delays before they snowball
The problem • Delay alerts usually fire after a line has already broken down • Small delays that repeat on different routes can chain together
The idea • Look for repeating "near-miss" delays instead of waiting for a failure
What it does • Finds recurring delay patterns on a route • Links related routes into chains • Replays a delay timeline: start, peak, recovery • Workspace dashboard with API docs
Where it stands • A project demonstration, not client work • The screens below use historical replay, not live service data
Stack: FastAPI, Python, JavaScript, SQLAlchemy, Vercel
Open to remote full-stack and AI-integration work (Next.js, FastAPI, Python).
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