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: 5 months 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 (almost 2 years ago)
- Default Branch: master
- Last Pushed: 2024-08-03T11:05:59.000Z (almost 2 years ago)
- Last Synced: 2025-02-09T16:39:01.550Z (over 1 year 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
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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