data warehouses , data engineering , Data Analytics, Solutions Architecture, Data lakes, Generative AI, Reference architectures, Lakehouse patterns, Technical pre-sales, Cloud platforms, Streaming architectures, AI/ML technologies, AWS data services, AWS data architecture, ELT frameworks, Modern data platforms, Migration accelerators