Applied AI · Enterprise Workflows · Internal Tools · Information Architecture · User Research
My work spans applied AI products, enterprise workflows, internal tools, human–AI interaction, and information architecture—especially where rigorous research and trustworthy interaction design matter.
M.S. Human Factors in Information Design, Bentley University — McCallum Graduate School of Business
A.L.M. in Extension Studies, Digital Media Design, Harvard University
B.A. Biology and East Asian Studies, Brown University
Enterprise intranet information architecture (IA), user research, and interaction design for 45,000+ employees across global markets.
An AI-native business of one testing how far a single operator could take a real business across product, commerce, content, and operations.
A Korean learning tool that breaks subtitles into labeled grammar maps, grounded in a published curriculum so the system's output stays checkable.
A Mac tool that captures Japanese subtitles (jimaku) as they appear, using Claude to extract vocabulary while I decide what to learn.
A multilingual recall tool for learning IPA that lets the learner—not the app—decide what they know.
A research-driven graduate capstone exploring how self-directed cooks could retain knowledge, reflect on experience, and build skills over time.
A 48-hour Kyoto hackathon concept combining tourist intercepts, contextual recommendations, and a physical prototype designed for spontaneous discovery.