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HeatGuard ingests live heat data, forecasts tomorrow's risk with ML, and uses hosted AI to plan which blocks outreach teams visit first, on an interactive 3D map. Built end to end on Databricks.
An LLM agent that diagnoses, changes, retrains and measures a recommendation model in a loop: 0.6016 → 0.6056 on KuaiRand-Pure, no human intervention, and a harness built to check its work.
yourcast! employs a multi-agent AI system that continuously analyzes news sources, filters stories aligned with each user’s interests, and produces personalized, ready-to-play podcasts within minutes.
