Owned UX research and design strategy for IBM initiatives spanning education and enterprise onboarding, resulting in nationwide adoption, improved employee experience, and stronger cross-team design maturity.

Directed UX research and design for an AI investment platform, translating complex risk models and evolving user preferences into transparent, confidence-building decision experiences.