About

Research philosophy

I build measurement systems that make product uncertainty legible. My work centers on reliable evidence, communicable methods, and outcomes that matter to both users and business strategy.

How I work

I combine quantitative analysis, experimental design, and synthesis practices that align with design and product cadences. The goal is not just statistical significance but practical decision clarity.

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