Data Analytics, performance tracking tools, Technology Integration, digital transformation initiatives, Research And Analysis, Stakeholder Engagement

People leadership and coaching, Metrics design and observability instrumentation for AI systems, Operating or evaluating ML LLM systems in production, LLM agent evaluation methods offline online LLM-as-judge, Leading technical teams, Understanding of RAG SQL agents autonomous agents and AI ML model lifecycles, Software ML quality, Clear written communication for gate findings and executive reporting