Every shortlist comes with verified expertise, proof of work, and candidates already open to talking.
Most agencies start with credentials and keywords. We start with the work — and use AI to find it across the open web.
We break the role into signals — domain depth, published work, network adjacency, communities — that keyword search misses.
We map the open web — papers, repos, technical writing, niche communities. Where experts leave proof of what they know.
You don't get a scraped list. We read every signal ourselves, then ship candidates with evidence, fit rationale, and verified interest.
A shortlist clear enough to know who's worth a call.
Recent PhD with published work on chain-of-thought reasoning; already contributed to two RLHF projects.
Published papers, eval frameworks on GitHub, math reasoning community engagement.
Ready for a first conversation this week.
Strong fit for graduate-level reasoning data and formal logic eval. Less production ML exposure, but project framing won't require it.
Not more resumes. Better evidence, faster signal, candidates already open to talking.
Client needed QA automation engineers across three time zones — fast. We screened 150 globally and moved the strongest into their interview pipeline within a month.
You always talk to the people running the search.
Send it over. We'll show you how we'd search — and whether we can find the right people.
Send us the role Free search assessment · No commitment