amitvikramraj/CV-JD-Matching
Extracting details from Resume(CVs) and matching with Job Description(JDs) using pretrained model like DistilBERT and ranking them using cosine similarity.
This tool helps recruiters and HR professionals streamline the candidate screening process. It takes candidate resumes (CVs) in PDF format and a set of job descriptions, then automatically extracts key details like skills and education. It outputs a ranked list of candidates for each job, based on how well their skills and education match the job requirements.
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Use this if you need a quick way to match applicant resumes against multiple job descriptions and identify top candidates based on skills and education.
Not ideal if you require highly accurate extraction of diverse resume sections like work experience, or if you need to match based on criteria beyond skills and education.
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Jupyter Notebook
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Last pushed
Sep 18, 2023
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