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
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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 DesignerType
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 DesignerType
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 DesignerType
Mobile Design, Data Visualization -

Raw Data to Information
Coming Soon…
Testimonials