Speaking

I speak about designing AI systems people can understand, trust, and confidently collaborate with.

My talks draw from building enterprise AI products at Microsoft, and explore trust, explainability, human-AI interaction, and the future of product design.

Featured talks

Conference session · 45 minutes

Designing Trust in the Age of AI Systems

UXPA International 2026

How to design explainability, confidence signals, and human-in-the-loop review into AI-powered experiences, so people trust a system before they trust its answer. Drawn from patterns I've shipped in enterprise AI products at Microsoft.

ExplainabilityConfidenceTrust signalsHuman-in-the-loopEnterprise AI

Slides ↗Recording soon

Lightning talk · 10 to 15 minutes

Designing the Spectrum of Intelligence

UXPA International 2026

A fast-paced look at how small interaction choices shape whether people trust an AI's assessment of their work. I unpack the transparency and interaction patterns that turn a black-box score into a decision someone can act on with confidence.

ConfidenceTransparencyInteraction patternsDecision-making with AI

Slides ↗Recording soon

Topics I speak about

Agentic UXTrustworthy AIHuman-AI CollaborationEnterprise AI DesignAI Product StrategyAI Interaction DesignDesign Systems for AI

My approach

I enjoy translating complex AI concepts into practical design patterns teams can immediately apply. My talks blend real product work, interaction design, and lessons learned from shipping enterprise AI experiences.

Interested in having me speak?

I'd love to chat about conferences, workshops, podcasts, or design events.

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