Designs and optimizes scalable ETL pipelines, data models, schemas, stored procedures, and SQL queries across data warehouses and lakes. Integrates and transforms data from multiple platforms while embedding validation and monitoring for quality and integrity. Provides production troubleshooting and weekly on-call support, collaborates with cross-functional teams, and develops reliable data solutions using relational databases, Linux, Git, and AWS services.