CV Data Extraction

The aim of the project is to extract and cluster information from a free-format resume which later will be used to match similar Cvs.
To see the dataset: Kaggle

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Project Guidelines

• Repository : CV-data-extraction
• Duration : 10 days
• Deadline : 10.09.2021
• Information to extract:

  • Personal information: name,surname,email address, postal address, phone number
    

  • Education: year, institution name, study name
    

  • Previous Job Experience: year, title, organization name
    

  • Skills
    

Prerequisites

• Python3

Tools & Libraries

• SpaCy NLP processing library
• Flair NLP library
• Apache Tika - Text extractor
• Pandas - Dataframe, CSV reader

Installation

git clone https://github.com/jejobueno/CV-data-extraction
cd CV-data-extraction
pip install -r requirements.txt

Usage

streamlit run app.py

Contributors

• Jesus Bueno
• Ceren Morey