AI article

Building RailPulse AI: Deploying an Open-Source Railway Dispatch Agent with Gemma and Google Cloud Run

Community description: Author: Robina Mirbahar AI/ML Google Developer Expert (GDE) | Google Cloud Champion Innovator GitHub...

Dev.to | Nov 7, 2026 | Robina Mirbahar

Automated excerpt

Robina Mirbahar presenting RailPulse AI, Gemma 4, and Cloud Run at DevFest Baku 2026, ADA University. We built and deployed RailPulse AI, an autonomous, safety-critical railway dispatch and live-tracking agent powered by Google's open-weights Gemma models, the Google Agent Development Kit (ADK), and Google Cloud Run. Packaging and Deploying on Google Cloud Run To make RailPulse AI truly production-ready, we containerized the application with Docker and deployed it to Google Cloud Run.

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