I am a Technical Founder focused on the intersection of Information Theory, hardware-anchored security, and AI safety. At AeP Labs, I’m developing the Agent Economic Protocol (AEP)—a framework designed to quantify agentic risk using the Asymptotic Equipartition Property.

Unlike traditional semantic firewalls, our approach utilizes "Thermodynamic Bonding" and "Entropy Circuit Breakers" to provide physical safety guarantees for autonomous agents. My goal is to move AI safety from subjective prompt-tuning to objective, hardware-enforced economic protocols. I currently collaborate with researchers at UCF and GMU to refine these models and am working toward an open-source SDK launch in July 2026.