Garrett Allen

AI Infrastructure Engineer
San Francisco, CA
Garrett Allen

Founding AI Engineer at LayerLens.ai with research interests in world models and machine agency. Experienced in designing multi-turn evaluation frameworks, shipping benchmarking systems at production scale, and building reliable infrastructure for LLMs and agents.

Previously, I graduated from the University of Southern California with a degree in Mathematics and competed as a Division I NCAA Men's Water Polo athlete, earning MPSF Scholar Athlete honors and three consecutive NCAA Championship appearances. My work focuses on bridging AI research and real-world products, with particular emphasis on agent evaluation and LLM infrastructure.


Favorites

Selected Projects
An evaluation platform for LLMs with comprehensive benchmarking and observability tools.
Shared infrastructure for agent-to-agent contract negotiation, signing, and execution with cryptographic safety guarantees.
Joint-Embedding Predictive Architecture for learning visual world models from Minecraft gameplay trajectories.
Interactive game environments designed to evaluate reasoning, planning, and strategic capabilities of language models.
Lightweight simulation environment for training and evaluating autonomous agents in multi-party negotiation scenarios.