INSIGHTS BY DESIGN

I help teams find and explain what matters in complex data, across healthcare, cybersecurity, and enterprise software. My work serves the people who rely on it, and the AI systems now in the middle of the conversation. Twenty-plus years of human-centered design, data visualization, and human-legible AI. The rule hasn’t changed: keep people in the loop, and make the reasoning visible.

Recent Highlights

Diagnostic reasoning, made visible

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Teaching: UC Berkeley Ext

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Writing: Human-Centered AI

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Experiencing Data

THE ELEPHANT IN THE LAB

A short video about blind spots in scientific investigation, drawing on the old parable of the blind monks and the elephant: each touches only one part and draws the wrong conclusion. It makes the case that reaching the right answer takes multiple data sources, collaboration, and context, a theme that runs through much of my work.

MULTIMODAL BRAIN IMAGING INTERFACE

This is an early concept demo of a 3D neuroimaging system that allows a fast, fluid investigation of heterogeneous data about the brain from the population level down to a specific neural pathway in an individual patient

Data Storytelling: Tableau

Interactive data storytelling built in Tableau, turning a complex dataset into a clear,
guided visual narrative.