Product Manager working across complex systems — now extending that thinking into AI and system architecture.
My work centers on enterprise and partner-facing platform capabilities: entry points, configuration and admin workflows, data visibility, integrations, and cross-system logic within complex products. This GitHub highlights selected system and architecture work, not a comprehensive record of my corporate product scope.
Beyond enterprise delivery, my independent work examines how complex systems preserve truth, coherence, and decision integrity under uncertainty — and how AI can be shaped to do the same.