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ai-job-search tooling
Automated role ingestion, requirement extraction, and evidence-grounded CV tailoring pipeline with zero hallucinated experience claims.
PythonTypeScriptStructured OutputsPlaywrightSQLite
Most LLM resume tools fabricate skills or rewrite bullet points into generic corporate filler. This pipeline treats a candidate's canonical career history as an immutable fact graph.
Strict Fact-Graph Grounding
Job descriptions are parsed into weighted competency vectors, scored against verified project and role evidence in SQLite, and compiled into tailored LaTeX/Markdown briefs where every claim links back to a source commit or role achievement.