Job Finder
side project ● liveAn eval-driven LLM pipeline that reads job boards for me and only surfaces the ones worth my time.
Job Finder searches ATS job boards for target roles, scrapes each posting, runs multi-stage keyword and LLM evaluation, and puts qualified roles in a Notion review queue.
The first version surfaced too many poor matches. I built a fixture set of more than 100 examples and used it to improve the evaluation pipeline. That lowered false positives from about 30% to 10%.
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