This Xircuits project template will enable you to build your own resume classifier using a blend of OCR, NER, and keyword-matching models.
- Preprocesses resumes from docs to PDFs, and from PDFs to images.
- Perform OCR and text preprocessing to extract needed information.
- Perform named entity recognition (NER) to locate and classify different entities such as name, organization or date automatically.
- Load your keywords, customize thresholds, and scoring then let the Keyword Matching (Rule-based Algorithm) find the best candidate.
The product contains 15 custom components, 1 main workflow, 7 auxiliary workflows, as well as enterprise support for your use case.