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
Case Studies
IoT Sensor Data 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
Internet of Things, Systems Design, Data Visualization
Agentic Retrieval and Model Reasoning
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 Simulation Ecosystem
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, Map Design
IoT Sensor Data to Insights
Coming soon…
My Design DNA
Testimonials