Data Engineering leader with 12+ years turning complex data challenges into scalable, cloud-native solutions. Expert in Snowflake — from virtual warehouse design, RBAC, Streams & Tasks, Dynamic Tables and Cortex AI, to building reusable frameworks and REST API integrations on top of Snowflake data layers. Deep hands-on mastery in DBT within Snowflake, multi-cloud platforms (AWS, GCP, Azure), and end-to-end ELT/ETL architecture across manufacturing, banking, retail, and legal domains.