I build AI systems that work in teams, not silos. As a Computer Science Honors student at James Madison University and founder of Dareshift LLC, I focus on multi-agent architecture, the idea that a suite of specialized AI agents, used deliberately, outperforms any single model used as a crutch.

I build AI systems that work in teams, not silos. As a Computer Science Honors student at James Madison University and founder of Dareshift LLC, I focus on multi-agent architecture, the idea that a suite of specialized AI agents, used deliberately, outperforms any single model used as a crutch.

That thinking shows up across everything I build: Dareshift, a medication management platform now in active beta; AI Debate Lab, a multi-agent debate application where independent AI agents argue, moderate, and judge each other; and ongoing research into how multiple language models reason together, and where that reasoning can drift.

I’m also Education Chair of JMU’s Madison AI Club, where I help other students build real judgment about when AI helps and when it doesn’t, because the tools only matter if you know how to use them.

I’m always open to collaborating with founders, researchers, and fellow builders thinking about what comes after single-model AI.