Redrob TalentGraph AI
Intelligent Candidate Discovery · Track 1The hiring intelligence layer
that reads between the lines.
TalentGraph ranks the top 100 best-fit engineers for Redrob's founding-team AI role out of 100,000 candidates — by reasoning about real product experience, not matching AI keywords.
Passes the official validator92 / 100 India-based100 unique, grounded reasonings
100,000
candidates ranked
~89s
CPU · no network
0%
honeypots in top 100
100%
AI/ML top-100 titles
Reads evidence, not keywords
Scores what candidates actually built in their career descriptions — retrieval, ranking, evaluation — not the buzzwords in their skills list.
Honeypot-aware
A profile-consistency engine floors impossible profiles. 0 honeypots reached our top 100 against the 10% disqualification threshold.
Availability-weighted
Response rate, recency, notice period and interview reliability re-weight a perfect-on-paper but unreachable candidate down to reality.
Reproducible & defensible
Deterministic, stdlib-first, CPU-only ranking that reproduces inside a sandbox — and every score breaks down line by line.
See the full Redrob internal console
Ranked candidates, score breakdowns, behavioral signals, audit.