snowflake , propensity modelling , Databricks, Data Architecture, Personalization, LLM architecture, observability infrastructure, ML CI/CD, intelligent automation, experiment tracking, enterprise AI observability, NLQ design, ML lifecycle governance, agentic workflows, RAG, Python-based AI engineering, data contracts, model versioning