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AI & Machine Learning

AI & Machine Learning

The most exciting problem in AI design is trust. A model that scores a sales call, reads a biosignal, or calls a deal at risk becomes something people will act on the moment they can see what it saw and know when to overrule it. That thread runs through all three of these: a CRM-native intelligence product that shipped, a research platform run by AI agents, and a concept that put task-scoped agents on screen two years before the industry settled on the word.

Launched & Owned

Intelligence products I created end to end and owned through launch, where the model output had to be legible enough for someone to act on it.

Concept & Strategy

Exploratory work that drew a system of task-scoped agents two years before the industry settled on the word for them.

Enterprise Collaboration Experience Principles Concept & Vision

Selling in Slack: Visualizing a Future for Salesforce + Slack

With the Slack acquisition announced and every product leader asking what it meant for them, I led a four-person team to answer the question in pictures — a full deal-save narrative putting Slack at the center of the seller’s day.