Accomplished Data Engineer with 9+ years of progressive experience architecting, building, and optimizing data solutions in cloud and big data environments. Expertise in PySpark, Databricks, AWS, Azure, Snowflake, and modern ETL/ELT frameworks. Adept at leading end-to-end data pipeline projects, driving best engineering practices, and collaborating with cross-functional teams to deliver scalable, high-performance analytics solutions. Proven ability to ensure data integrity, compliance, and security in highly regulated domains.