testability , Data Modeling, Evaluation, Reliable integrations, LLMs, grounding, Enterprise semantic design, Migration modernization, Data warehousing fundamentals, Vector search embedding pipelines, CI/CD mindset, Tool Design, SAP BTP Datasphere, RAG retrieval, Software engineering fundamentals