Hello, my name is Nick. I grew up in a home filled with books, my parents were academic librarians. I didn't just read books, I built cities and castles using books when I finished reading them.

That early curiosity about how things connected, how imaginary systems flowed and fit together, shaped the way I see the world now. But even with all that curiosity, learning didn't always come easy.

In school, I struggled badly—failing classes, getting labeled, even being moved to a “special” class for kids who supposedly just didn’t get it. But once I got there, something shifted. The material didn’t change—but the way it was presented did. Suddenly, I understood everything. I went from failing to nearly acing the work. I wasn’t broken. I just needed the system to meet me where I was.

That experience stuck with me—shaping how I see and build systems. The more I’ve worked with systems, the more I’ve realized how much design matters. Here's why...

As I kept building, I started to notice a pattern: the real trouble in most systems wasn’t failure—it was silence. The places where nothing responded, where assumptions went unchecked, where the edges were ignored.

At their best, agents aren’t just tools—they’re adaptive and supportive teammates. And to get them there, you have to design for the kind of complexity most systems avoid. You have to think about learning differences. Silent constraints. Unexpected needs. You have to build for the edges.

That’s where I focus my work. I research and build multi-agent systems the way I once needed to be taught: With context. With flexibility. With logic that adjusts under pressure—not collapses. That’s usually where the opportunity lives.