Great interfaces reduce friction, build trust, and make complex systems feel effortless. I treat every interface as a behavioral problem first — grounding decisions in rigorous research across contexts from enterprise financial platforms to clinical research tools to consumer health apps. I design for how AI is reshaping interaction, ensuring products stay intuitive as the technology evolves.