Testing, Sql, Pandas, Spark, Databricks, Rest Apis, Python, Generative AI, Data Processing, retrieval-augmented generation, cloud-native components, reusable Python modules, analytics workflow automation, semantic retrieval, prompt engineering, lightweight services, agentic workflows, structured outputs, cloud-based AI ML services, LLM evaluation