CloudSync MLBridge: Bridging Google Cloud Datastore and BigQuery with ML-Powered Sync

If you've built production systems on Google Cloud, you've likely hit the same wall: your operational data lives in Cloud Datastore, but your analytics team needs it in BigQuery — reliably, freshly, and without a brittle ETL script held together with cron jobs and prayers. CloudSync MLBridge is a Python toolkit I built to solve exactly this problem. It combines event-driven sync patterns, ML-assisted record scoring, and workflow-ready orchestration into a single, composable library. The Problem