At SHI INTERNATIONAL, I lead AI and digital transformation, shaping strategy, governance, platforms, and organization-wide adoption. I also build AI applications using LLMs, RAG, knowledge systems, and conversational interfaces.
At SNOW SOFTWARE, I led global web, MarTech, UX, and digital platform modernization, partnering with CMO leadership on technology strategy and growth. My independent AI product development explores agentic systems, persistent memory, RAG, API orchestration, and workflow automation.

