Product Designer shaping trustworthy AI and complex digital systems
I design user-centred products where strategy, UX, and real-world constraints meet.
I turn ambiguity into product decisions. I connect user problems to business outcomes and design systems that reduce friction, improve clarity, and drive adoption.
Selected Work
Projects showcasing how I combine product thinking with design to solve real problems: navigating complex systems, building trust in AI, and creating experiences where technology amplifies human judgment.
Information Architecture at Scale: Making Complex Dependencies Visible
Redesigned a critical enterprise form system that eliminated post-launch support escalations and removed QA bottlenecks. By making API configuration dependencies visible, support tickets for broken integrations dropped sharply. Shipped and running in production across 58 enterprise clients on 5 continents.
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What If Capturing Design Decisions Took 30 Seconds?
Built a voice-first app that turns speech into structured memory cards, shipped in 3 days using Claude, v0, and Cursor while working full-time. Demonstrates rapid prototyping with AI-assisted tools and shipping ambitious ideas on tight timelines. Proof of concept for AI-powered design workflows.
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The Figma Plugin I Built Because No One Had Time to Write Docs
Built a Figma plugin that reduces design system documentation from 90–135 minutes per component to under 2 minutes total. Shifts documentation from a writing task to an editing task, enabling designers to spend time reviewing instead of composing. Eliminates outdated PDFs, accelerates new designer onboarding, and ensures developers reference accurate specs.
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When Should AI Decide, and When Should It Ask for Help?
Designed a human-in-the-loop decision framework that scales AI confidence to match stakes. For low-risk decisions, AI responds instantly. For high-stakes billing or financial questions, AI drafts and surfaces reasoning for human review. Reduces agent cognitive load while maintaining accuracy on decisions where cost of error is high.
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