Design and build scalable data lakes, warehouses, and lakehouses; implement Python ETL/ELT pipelines and Airflow orchestration; ingest data from third-party APIs; optimize columnar storage and SQL performance; support ML/AI initiatives; consult with stakeholders to translate business goals into data architecture and infrastructure using cloud and IaC tools.