Lead the end-to-end architecture and solution design for enterprise data platforms on Azure, with strong focus on Databricks Lakehouse, Delta Lake, and scalable cloud-native data ecosystems. Define target-state data architecture, ingestion patterns, transformation frameworks, and serving