AI Transit Monitoring · Python · 2026

Transit Route Monitor

AI-powered automated transit and route monitoring system with real-time tracking, route optimization, and predictive analytics for public transportation.

The Problem

Transit agencies struggle with real-time route monitoring, delay prediction, and dynamic route optimization due to fragmented data sources and lack of ML infrastructure.

The Solution

Built an end-to-end ML pipeline ingesting GTFS-realtime feeds, GPS data, and historical patterns to provide real-time ETAs, delay predictions, and automated route optimization recommendations.