Dana Reut
Ships AI features end to end — discovery through evaluation
Verified skills
Each of these was earned on a timed challenge and scored against a rubric that was published before the challenge started. The work is attached — you can read it.
Designs research that could disprove the hypothesis, triangulates qualitative and quantitative evidence, and changes the plan when it should change.
Followed ticket evidence over the stated request; designed a validation test.
Leads with the decision needed, states trade-offs honestly including the unwelcome ones, and delivers bad news without losing trust.
CEO message led with the decision and stated the trade-off honestly.
Resolves edge cases and failure states up front, states explicit non-goals, and writes so implementation proceeds without clarification.
Verified on Turn 'Make Search Better' Into Something Buildable.
Makes and defends cuts under conflicting pressure, names the cost of each decision, and communicates it to the person who loses.
Verified on The Contradictory Roadmap — costed cuts, defended under conflict.
Claimed, not yet verified
Self-reported — the same standing as anything on a CV. Shown here for completeness and clearly separated, because a verified section only means something if the unverified one is honest.
“I built the eval set we use before every release after we shipped a summarisation change that broke for legal documents”
“our AI features started falling over and nobody owned them, so I picked it up”
Work samples
Unedited submissions, with the rubric score attached.
Closest role fits
Scored against published role specs. Every number is itemised on the role page.
This profile is evidence, not a CV. Anything marked verified can be checked by reading the work.