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  • Home Credit Default Risk

    - Analyzed a 688MB dataset of 350,000 loan application records from Home Credit Group and tens of millions of entries of supporting payment and credit balance data to predict potential repayment difficulties - Applied feature transformation and Light Gradient Boosting to build a model with AUC of 0.77

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未来

Experience and education

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Skills

  • Data analysis

    0
  • Risk Management

    0
  • Jupyter Notebook

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  • SQL

    0
  • Natural Language Processing

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  • Tableau, Machine learning, Web Scraping and 4 skills

Accomplishments / Portfolio

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