ML Ingestion & Reverse ETL

flowchart

architectural topology of a multi-source ingestion pipeline, data warehouse normalization loop, and reverse-etl sync.

End-to-end data engineering plumbing managed during on-call rotations. Tracks raw business-system ingestion pipelines, warehouse staging/normalization execution points, compute hand-offs for machine learning model inference, and downstream operational data synchronization back to business units.

typeflowchart
updatedOct 2025

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