I publish the theory and build the systems. This workshop teaches you both.

My PhD is in Engineering Science and Mechanics from Penn State. My research spans machine unlearning, adversarial robustness, and formal AI safety guarantees, with publications targeting NeurIPS and IEEE Transactions.

I founded The 1% AI Cognitive Fund to build governance frameworks for industry and academia. My governance framework was adopted at Penn State. I have trained 250+ professionals across academia and industry.

I also build production AI using CrewAI, LangChain, and n8n. I know what governance looks like from inside a pipeline, not just a policy document.

That is why this works. Not taught by someone who reads about AI. Taught by someone who builds it, breaks it, publishes on it, and governs it.