Hands-on implementation expertise designing, building, and operationalizing data lakes, data warehouses, and lakehouse architectures in Databricks and Snowflake for Commercial, R&D, TechOps, Manufacturing, Supply Chain, Finance, Legal, G&A and other functional domains, including ingestion, transformation, modeling, governance, performance optimization, security, and production support. Strong working knowledge of leading integration and data platforms including Informatica IDMC, Informatica PowerCenter, SAP BTP, SAP CPI, Dell Boomi, MuleSoft, Databricks, Snowflake, SAP HANA EDW, Power BI, Tableau, ThoughtSpot, Starburst, and comparable enterprise technologies.