SDE-1 @ Rocket.new
Designing constrained in-flow agents.
I try to engineer deterministic agents in a stochastic world. At Rocket that's context engineering—making models do one thing when they're built to do everything else.
I like reasoning about systems under partition, chasing consistency across flaky networks, and rebuilding things from scratch until they finally make sense.
Visca Barça.
Designing constrained in-flow agents.
Context engineering.
Fine-tuned VLMs (especially TrOCR), optimizing training dynamics to minimize CER/WER.
Built differential diagnosis using reasoning over medical knowledge graphs and clinical ontologies.