Posts tagged with: streamlit

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hr‑breaker: AI‑Powered Resume Optimizer for ATS Success

February 06, 2026

Discover HR‑Breaker, an open‑source Python suite that leverages large language models to transform any résumé into an ATS‑friendly, single‑page PDF tailor‑made for the job you’re pursuing. Built on Pydantic, Click, and Streamlit, HR‑Breaker accepts raw text, Markdown, LaTeX or even PDFs, and intelligently re‑orders, refines and enriches content while guarding against hallucination and over‑fabrication. The tool runs a series of automated filters—content length checks, HTML structure validators, keyword matchers, ATS simulations and even AI‑style text detection—to ensure every line lands on the hiring manager’s radar. Whether you’re a job‑seeker looking for a competitive edge or a recruiter wanting to evaluate candidate pipelines, HR‑Breaker provides a reproducible, auditable workflow you can run locally or integrate into your own pipeline.