Conduct UX research and synthesis Plan and run usability sessions Convert findings into prioritized UX fixes and measurable hypotheses Design end-to-end flows for onboarding, profile metadata, uploads, reports, and sharing Translate AI explanations into a readable experience Create a lightweight design system Ensure content is non-gatekeeping and ego-safe