I don't just build tools. I build the frameworks that determine how organizations use them — the decision matrices, the accountability models, the governance structures that make AI adoption durable rather than fragile. That's the platform bet muscle the role description asks for.
I've shipped AI systems across the full deployment loop: discovery, scoping, model selection, evals, production rollout, stakeholder adoption, and post-launch iteration. My strongest pattern is turning messy regulated workflows into durable systems that balance cost, latency, quality, auditability, and user trust.
Automation Decision Framework · The Clark Exchange · 2025Enterprise AI governance and systems architecture, built from inside regulated environments. At Clark Capital, I didn't just ship AI systems — I built the frameworks for how the firm uses AI. Automation Decision Framework, intentional friction models, "When Do We Use AI?" governance. In environments where HIPAA, SOC 2, and audit trails shaped every design decision.
"Turn repeated signals into platform bets."