Selected work. Production data engineering and platform implementation.

Preparing a Snowflake transformation platform for continued growth with dbt.

A growing company prepared its business-critical transformation layer for continued scale through source control, isolated development, secure CI/CD, exact reconciliation, operational recovery, stateful anomaly detection, and durable team ownership.