Working on AI-backed systems that combine enterprise context, foundational and modern AI models, and human expertise into practical products for enterprise legal teams. Over the last 20+ years, I’ve led engineering and AI teams across platform infrastructure, applied science, and product delivery. I’ve consistently worked closely with business and operations leadership, balancing business priorities with strong engineering first principles. Building fast, iterating aggressively, and keeping systems reliable at scale.Focused on the practical side of AI: document intelligence, knowledge systems, dynamic workflows, observability, and agentic architectures.Most importantly, building high-trust, small teams that can ship deep tech quickly without losing engineering discipline.