Two IRB-approved studies examined how people move through virtual buildings and how those movement patterns can inform spatial design. Using egocentric VR recordings and a Vision Transformer, the research explored behavioral signals such as navigation, hesitation, and room entry.
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Research into how AI features in workplace communication can better support user trust. Through interviews, Wizard-of-Oz studies, and usability testing, the project translated research findings into three product concepts and contributed to a 40% increase in measured trust.
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Accessibility research exploring how financial information in Excel can be made easier to create and interpret for people with color-vision deficiencies. Research and iterative concept development informed accessible product directions across user profiles, accessibility checking, and visualization modes.
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A comparative study of designers working through traditional sketching and modeling versus a symbolic-AI and VR workflow. I analyzed qualitative and quantitative data to understand how emerging tools influence creative process, experience, and design outcomes.
Coming soon