About
I help AI and software builders make better product decisions so they build products people use, pay for and keep using. I work across product strategy, research, validation, UX/UI and AI systems design, from deciding what should be built and how it should work to understanding what real user behaviour means after launch. My approach is shaped by 13+ years across scientific, medical and product research: question assumptions, find evidence, make the decision, then build.
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