10+ years in AI, data platforms, or emerging tech leadership roles Expertise in LLM-based architectures and multi-agent systems Expertise in Snowflake Cortex or equivalent data-native AI ecosystems Expertise in agent orchestration and prompt management frameworks (LangChain, CrewAI, etc.) Expertise in data governance, interoperability, and responsible AI Expertise in real-time/event streaming and contextual memory (graph or vector) Proven ability to build frameworks that scale from concept to enterprise deployment Strong technical and executive communication skills Experience leading high-performing teams in emerging tech environments