Designing as a system, not a layer.

I specialize in transforming the ambiguity of IoT data, Generative AI, and agentic system architecture into high-trust, user-centered experiences, turning raw device signals and complex model outputs into clear, actionable insights that drive measurable business impact.

01
Systems Thinker

02
Wayfinder

03
Connective

Past Projects

  • Data Standardization to Insights

    Turn fragmented vehicle signals into standardized, production-ready data at scale, reducing time from data to insight by 80% and accelerating engineering velocity

    Role
    Sole Lead UX Designer

    Type
    Systems Design, Data Visualization

  • Agentic AI

    Powering >90% accuracy through multi-source retrieval and visible reasoning to build the trust for troubleshooting with total confidence.

    Role
    Sole Lead UX Designer

    Type
    Agentic AI, Information Architecture

  • Intelligent Driver Pattern Simulation

    Led the end-to-end pivot from costly dealership hardware to a predictive digital ecosystem, using vehicle telematics to turn EV skepticism into high-trust, personalized roadmaps for millions of drivers.

    Role
    Senior UX Designer

    Type
    Mobile Design, Data Visualization

  • Raw Data to Information

    Coming Soon…

Testimonials