I design AI products, workflows, and spatial interfaces for human judgment.

My work usually starts with a messy translation problem: a canteen service has to remember taste without becoming creepy, an AI learning tool has to support thinking instead of bypassing it, or a poem has to become a navigable form without losing authorship.

I care about interfaces that explain themselves through use: clear roles, visible decisions, useful constraints, and enough craft that the system feels worth trusting.