data engineering , data warehouses , MLops, Data Governance, lakehouse patterns, generative AI, enterprise data architecture, data sovereignty, competitive platform migrations, AWS or cloud technologies, regulatory compliance frameworks, data lakes, analytics solution design, model development lifecycle, modern data platforms, AI ML technologies, streaming architectures