Lead enterprise-scale GenAI and ML architecture within the Databricks ecosystem. Design and implement production ML pipelines, LLM fine-tuning, RAG architectures, multi-agent systems, and MLOps solutions using MLflow, Unity Catalog, Delta Lake, and Serving Endpoints. Collaborate with Databricks technical teams, serve as the GenAI/ML technical authority, navigate complex requirements, and pass rigorous technical assessments.