About
Currently working on legal tech at Ironclad. I build agentic AI systems that operate across Legal AI workflows, and massive, unstructured workloads.
Previously, at Toyota, I worked on advanced AI products and programs, helped secure 7-figures in research funding, and co-invented patented methods in real-time decision systems and model evaluation. I’ve operated across large telemetry pipelines, distributed compute, and production-grade LLM architectures.
I’ve advised founders, engineers, and operators building with AI, and mentored people entering the field. My focus has been consistently on creating intelligent systems that stand up to real-world complexity and deliver without hand-holding. I'm interested in evaluation systems for multi-modal AI systems and building optimized inference engines.