About The Interop

The Interop is where I share what I am learning from the trenches of AI implementation. This is not academic theory or research paper summaries—it is practical insights from building and deploying AI systems for real organizations with real constraints.

The name reflects my core belief: the future belongs to those who can make different systems, ideas, and technologies work together. Interoperability is not just a technical challenge—it is a business imperative.

Whether you are a founder evaluating AI investment, a builder architecting agent systems, or a leader navigating digital transformation, you will find actionable insights here.

I am a founder, AI strategist, and builder operating at the intersection of AI and business transformation. Based in Annapolis, Maryland, I work with organizations—from startups to government agencies—to implement AI solutions that actually ship.

My approach is pragmatic: start with real problems, build iteratively, and measure ruthlessly. I have seen too many AI projects fail from over-ambition and under-execution. The organizations that win are not the ones with the biggest budgets—they are the ones that treat AI as a business capability, not a science experiment.

While I spend time every day coding, building, and selling, my entrepreneurial journey started over a decade ago. From the early days featured in the Capital Gazette to speaking at TEDCO's 2025 Entrepreneur Expo on AI strategy, I have always been driven by the desire to build things that matter.