The Bridge Between - Vision & Production
With over 25 years of experience across manufacturing, energy, critical power, logistics, healthcare, and financial services, I architect AI operating systems for the physical world. From scaling $50M+ transformation programs at Fortune 500 enterprises to founder-led ventures solving real problems in EV finance, workforce intelligence, and critical infrastructure reliability.

My engineering philosophy is grounded in the Medallion Architecture principle: raw data is worthless until it flows through bronze, silver, and gold layers into deterministic, auditable, production-ready intelligence. Every system I build must be observable, hallucination-guarded, and drift-monitored — not just accurate in a notebook.

I've led teams of 10–40 engineers, presented reference architectures to CXO and board-level stakeholders at 12+ Fortune 500 clients, and closed $30M+ in multi-year AI engagements. The track record: 20–60% productivity and decision-cycle gains across every vertical I've touched.

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