A decade in rooms where the question was not only what users think, but what the company does next.
At Google and Facebook I owned research on products at planetary scale. At Upwork a misread finding could decide a small business's quarter.
Case studies are about consequence. PhD at Stanford in the learning sciences, sharpened at the d.school.
Focused on generative AI, EdTech, entrepreneur tools, and FinTech.