Exploratory research across wearables, AR, and messaging —
turning ambiguous ideas into clear, evidence-backed decisions.
(detailed work is under NDA)

Through focused research and usability testing, I helped teams turn early concepts into clear product direction — validating ideas, prioritizing features, and guiding decisions before development.
From study design to synthesis, I worked across the full research lifecycle — adapting methods based on product needs.

— detailed work is under NDA.







