Architects enterprise data warehouse and orchestration platforms, establishes data governance and semantic layers, and builds production RAG, LLM, and MLOps systems. The role also develops machine learning models for portfolio construction, evaluates AI tools, supports security audits, manages Python package publishing, and coordinates technical projects with stakeholders.