Repo · Data & extraction
Resurface
Resume screening: LLM writes questions; TypeSafe Jev System One classifies answers.
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TypeSafe JEV resume screening: LLM writes the questions, JEV (System One classification model) answers them for every resume in your ATS with the exact evidence line. 8× faster, 31× cheaper than an LLM.
ai-recruitingatscandidate-matchingclassification-modelclaudedecision-modelevidence-based-hiringhr-techjevjev-latestllm-vs-classifiernextjsopenai-decisions-apirecruitingresume-parserresume-screeningsystem-onetalent-rediscoverytypesafetypesafe-jev
The decision Jev makes
Keep or drop a row, assign a label, or select one field value at a time.
Where it fits
Putting Jev next to the data: filtering rows with plain-English conditions, classifying records, labelling datasets and pulling structure out of text one small decision at a time. All 98 data & extraction projects →
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