data engineering , Sql, Databricks, Pyspark, Etl, Git, ELT, Data Architecture, AWS, Data Quality, Siem, Python, Nlp, knowledge graphs, LLMs, metadata lineage, SOAR, Delta Lake, CI CD, RAG embeddings, AI GenAI, Cloud Data Platforms, Lakehouse architecture, observability, vector semantic search