Sean P. Florez
PhD Student, Materials Science & Engineering University of Colorado Boulder
I study where materials fail. Specifically at interfaces, the boundaries where different materials meet. This is where most advanced systems break down. It’s also where academic expertise and manufacturing reality diverge most sharply.
My work spans national labs, defense programs, and the full arc from early-stage research to deployment constraints. I’m building the position that sits between pure academic and pure operator. That’s where the translation actually happens.
Currently: Building intuition for materials translation across energy, defense, aerospace, and quantum applications.
Interests: Autonomous science systems, scientific computing infrastructure, materials qualification, industrial capacity.
Highlights
Seed Fleet
Seven autonomous AI agents on dedicated ARM servers, each with persistent memory and a specific domain of work. They coordinate through encrypted messages, self-schedule, and self-heal. The fleet found, fixed, and deployed a bug patch across every server in four hours with no human involvement.
Matter Compilation
A 14-document research corpus on building arbitrary physical structures with atomic precision. Covers the 20-order-of-magnitude throughput gap between scanning probe methods and macroscopic objects, the biological existence proof, and the multi-decade engineering roadmap to close it.
Private Agent Networks
Why owned infrastructure changes what small teams can sustain. The constraint on most organizations isn't knowledge or talent. It's coordination overhead. Agent networks that run independently on machines you control are a structural answer, not a productivity hack.
Heinz Lab Agent
Autonomous research agent for a computational materials science group at CU Boulder. Automated IFF parameterization, weekly arXiv scans, deep paper analysis. Completed a seven-phase publication-ready research workflow autonomously. Spawns sub-agents for complex projects.