imSuvankar / Resume-to-Job-Matcher

PDF extractor to pull relevant details from CVs in PDF format, and match them against the job descriptions from the Hugging Face dataset.

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Resume-to-Job-Matcher

PDF extractor to pull relevant details from CVs in PDF format, and match them against the job descriptions from the Hugging Face dataset.


Instructions:

Please make sure to follow these steps before processing:

  • Step 1: Make sure to have all the resume PDFs in one single folder and upload that on Google Drive as a "ZIP" file before processing.
  • Step 2: Download/use the "main.ipynb" file from the GitHub repo, and run it on Google Colab to avoid complications.
  • Step 3: After mounting GDrive please copy the ZIP file path from Colab runtime storage and paste it into "resume_folder" variable.

Screenshot of result:

Screenshot of result

About

PDF extractor to pull relevant details from CVs in PDF format, and match them against the job descriptions from the Hugging Face dataset.


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