Case studies
Selected work across AI product design, enterprise SaaS, fintech, and high-trust consumer products — each a deep dive from problem and research through prototypes and outcomes.
Watchtower, live agent supervision
A live supervision surface for autonomous voice agents: see what the agent is about to do before it does it, scope what it may touch, interrupt, and take over cleanly. A concept for Vida.
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Conformly
A compliance agent for the European Accessibility Act that delivers accessibility work as evidence: deterministic detection mapped to EN 301 549, fixes shipped as real pull requests, and a hash-chained, tamper-evident audit trail. It never tells you you're compliant. Honest status is the product.
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Notification Sieve
A calm, context-aware filter that intercepts the noise, escalates only what matters, and lets you catch up on your terms.
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KeySign
How spotting a real-world signing gap became a high-impact, secure digital-signature proof of concept.
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How Much Would I Have If
A what-if investment calculator with ~1,070 statically generated pages, real market data, built to earn its long tail honestly.
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Vantage, time to insight
Turning a sea of fragmented incident signals into one line to the cause: hand-built, accessible service-topology and flame-graph views, an AI read-lane, and a deliberate handoff to Oversee for execution.
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DreadRobot
A skeptical review site for AI automation tools. A five-axis Dread Score, hard-cap disqualifiers, and a build-time guardrail that makes shipping a fake verdict a compile error.
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Range, iOS rehab form coach
A doubt removal machine for solo knee rehab. On device pose estimation corrects form in real time without making a vulnerable person feel watched, and shows range of motion climbing week over week. Three live interactive moments, and the hard tradeoff made in the open.
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Readout, data and dashboard design
Data visualization. The judgment behind a good dashboard: the right chart for the question, honest scales, drill-down on demand, and accessibility built in, not bolted on.
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The Interaction Layer
A masterclass in how software feels, built on seven principles of interaction design, each grounded in HCI law and proven with a live, hands-on demo you can run on the page.
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Signal Inbox
A unified context feed, powered by replay intelligence, that helps support agents resolve complex conversations faster.
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Personalization Tuning Studio
A design-led approach to large-scale personalization: explain model behavior, simulate change, and decide with confidence.
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Home Buying App
Reimagining home search around high-trust Sneak Peek listings that build buyer confidence from the very first tap.
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