I've spent 10+ years in enterprise digital operations, leading delivery as a project manager and building the information infrastructure behind large web programs. I bridge technical teams and business stakeholders, translating between project managers, developers, and data scientists who rarely speak the same language.
I approach every problem with a network-centric view. The connections between data points still too often go completely untapped, yet they hold massive value that most analyses overlook. My thesis work confirmed this: structure isn't just organization, it's signal. That insight became Axiom Graph.
"I don't believe AI should be mysterious. If we can't explain how a system makes decisions, we shouldn't deploy it. Transparency isn't a nice-to-have; it's the foundation of trust."