AI Leader building reliable AI systems | Evals, Observability & Learning Loops | O’Reilly Author | Speaker, Advisor, Mentor

I’m a customer-driven AI leader focused on building reliable, scalable AI systems that deliver real business outcomes. I have led 0→1 product development as well as large-scale platform and ecosystem initiatives, partnering closely with engineering, data science, and product teams. I’ve successfully built and led multi-disciplinary organizations of 200+, driving alignment from strategy through execution. My expertise spans Artificial Intelligence, Machine Learning, and large-scale data platforms, with a strong emphasis on production readiness, evaluation, observability, and continuous learning loops. I’m particularly passionate about helping teams move from promising AI prototypes to systems that can be trusted, measured, and improved over time. I enjoy operating at the intersection of technology, product strategy, and organizational design to help teams scale AI responsibly and effectively. I regularly advise teams on AI strategy, speak about production AI and evals, and share learnings from building real-world AI systems at scale.