https://github.com/ardra-a-h/resume-parser

https://github.com/ardra-a-h/resume-parser

artificial-intelligence cosine-similarity machine-learning nlp sklearn tfidf-vectorizer

Last synced: about 11 hours ago
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• Host: GitHub
• URL: https://github.com/ardra-a-h/resume-parser
• Owner: ardra-a-h
• Created: 2024-08-03T10:47:58.000Z (about 2 months ago)
• Default Branch: master
• Last Pushed: 2024-08-03T11:05:59.000Z (about 2 months ago)
• Last Synced: 2024-09-23T06:32:44.065Z (4 days ago)
• Topics: artificial-intelligence, cosine-similarity, machine-learning, nlp, sklearn, tfidf-vectorizer
• Language: Jupyter Notebook
• Homepage:
• Size: 155 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Resume Parsing for Enhanced Candidate Screening

A Resume Parsing tool which takes a large set of resumes from the user and returns a ranked list based on how well the resume adheres to the Job Description. The goal is to utlize machine learning techniques, highlighting its accuracy, efficiency, and adaptability in transforming unstructured data intoa ranked list for efficient recruitment process.

## Libraries Used

Pandas

Numpy

NLTK

Streamlit

Pypdf

Sklearn

mlxtend.classifier