I build production LLM infrastructure, evaluation systems, retrieval and agent workflows, and the operational machinery that makes AI products reliable, observable, and economically sane.
I also research language-model agents, social simulations, and programmable subjects.
I am currently a Software Engineer, AI at Klarity. I am focused on systems that let teams ship AI features without turning every release into a model gamble: multi-provider execution, eval gates, replay-based migration, cost analytics, tracing, and incident workflows.
Research-wise, I am interested in LLM agents as experimental subjects: how they remember, coordinate, imitate, drift, and respond to simulated social environments.
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Preprint, 2025.
Cited 1 time
arXiv preprint arXiv:2505.09081, 2025.
Cited 5 times