Lead the design of secure AI and machine learning architectures, including LLM pipelines and automated decision systems. Conduct AI threat modeling, develop governance standards, evaluate security technologies and vendors, and ensure regulatory and framework compliance. Partner with engineering, data science, legal, and leadership teams on security-by-design. Create technical documentation and data flow diagrams while mentoring security professionals and data scientists.