I'm an applied scientist and AI solutions architect working at the intersection of HCI and ML/LLMs. I design evaluation-driven systems—vector databases, retrieval pipelines, RAG, reusable AI components (embeddings, prompt templates, orchestration SDK), autonomous agents—and pair them with rigorous mixed‑methods analytics.

I've delivered measurable impact across Meta, Roku, Walmart, and Argomai: cutting multipage document classification from ~90 min to <5 min, reducing weekly reporting from 6 hrs to <1 hr, shrinking survey analysis from ~30 hrs to <8 hrs, analyzing behavioral logs over 70M+ devices, and defining longitudinal KPIs for a 500M+ MAU product. My north star: rigor, practical impact, and systems that last.