Ask. See evidence. Decide.
Product managers define direction. Developers build systems. AI engineers shape model infrastructure. Data analysts extract signal. DevOps keeps systems reliable. Talkfolio maps all of it — without forcing every senior career into the same template.
The profile answers your questions.
Ask the question that matters. Follow the evidence path. See what is confirmed and what is not — before the first call.
Structure your experience so the right questions can be answered clearly — contributions, evidence, scope. Not a better-looking CV. A credibility interface.