Results Beyond the AI Hype

Independent advisor, speaker, and educator in AI.

Specialized in the decisive phase where AI initiatives face production reality, proving ROI, scaling beyond pilots, and sustaining executive and stakeholder confidence. PhD in Computer Science. 25 years delivering production-grade AI systems. 45+ peer-reviewed publications. 300+ presentations worldwide.No vendor affiliations. No product bias. No upselling. Independent expertise aligned exclusively with organizational outcomes.The difference: when an AI investment must justify itself at the board and enterprise level, organizations benefit from guidance shaped by having solved this challenge successfully hundreds of times before.