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An AI search system that turns a recruiter's plain-English request ("Senior ML engineer, Python, NLP, Bay Area") into ranked, explained candidate matches - built to replicate the retrieval architecture LinkedIn described in its own engineering blog, with measured results.
Deterministic, reproducible top-100 candidate ranker for a Senior AI Engineer role: one-command full-pool regeneration (byte-identical), integrity gates, and exact explainability. Dev-proxy metrics; no hidden-score claim.