Senior AI Product Designer
LLM Interfaces
Agentic UX
Design Systems
The hardest thing to design isn't the interface. It's the relationship between the user and a system they can't fully predict.
I've spent the last few years doing exactly that — designing LLM-powered products where the output is uncertain, the interface sometimes builds itself, and the user needs a reason to keep going. Before that: 13 years of interaction design, design systems, and shipping things that work at scale. The AI part didn't change my values. It sharpened them.
Selected work
How I work with AI
I prototype with AI-native tools — Claude Code, Figma Make, Perplexity — to collapse the distance between design intent and working software. The goal isn't to move faster. It's to test ideas that would otherwise stay stuck in a Figma frame and never meet real behavior.
Once a pattern works, I harden it for production: documenting the interaction model, specifying the edge cases the model will get wrong, and building the trust layer users need to keep going when the AI surprises them.
About & Philosophy
Senior AI Product Designer. 14+ years of craft. The last few spent designing things that didn't fully exist before — LLM interfaces, Generative UI systems, conversational experiences built on model outputs that are never quite the same twice.
I care about two things: the quality of the work, and whether it actually helps the person using it. Everything else exists in service of those two things.
Outside of design — Kendo, Japanese calligraphy, and the ongoing project of removing what isn't essential. Turns out it applies equally to a sword strike and a user flow.
Simplicity without emptiness. Remove what isn't essential.
Subtlety over obviousness. Quiet details, lasting impact.
Beauty in negative space. Room to think, space to breathe.
