I'm an applied research scientist and AI solutions architect focused on building technology that truly serves people. My work sits where human-computer interaction meets machine learning/NLP: I design evaluation-driven LLM systems (RAG pipelines, reusable component libraries, autonomous agents) and deliver insights at scale through clustering, mixed-methods analytics, and robust research ops.

Across roles at Meta, Roku, Walmart Global Tech, Stanford, and now Argomai, I've led end-to-end initiatives—from problem framing and study design to models, pipelines, and production rollouts. The goal is always the same: rigorous methods, practical impact, and systems that last.