Case studies
Products where the hard part wasn't adding intelligence — it was earning attention and trust.
Navigation Pilot
An AI driving assistant that knows when to warn, when to assist, when to reflect — and when to stay quiet.
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Proslang
Catch unfamiliar slang on your watch mid-conversation, then learn the meaning, context and origin on your phone later.
Read case study →Clarity, context, trust
Especially when systems are complex or unfamiliar — I help people understand what's happening and act with confidence.
Show the why.
Transparent systems that tell users what's happening, why it matters, and what they can control.
Make the unfamiliar approachable.
Turning dense, unfamiliar information into structured, friendly steps.
Design for in-between.
For people moving between languages, cultures and everyday contexts — like me.
Things I vibe-coded
Side projects where I go from idea to shipped software by pairing with AI. Small, real, and a little bit weird.
What I'm up to
A living board. If it looks recent, it is.