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NoobBeginnerReal/README.md

Hi there πŸ‘‹, I am Khoa Nguyen

I'm a data analyst / scientist with a background in economics and business.
I specialize in using Python, Power BI, and SQL to extract insights, build predictive models, and support decision-making.

🧠 Current Focus

  • πŸ“ Academic interests: Bankruptcy risks (in Vietnam), Finance, Operations, and stuff that help business run better! :D
  • πŸ€– Machine learning applications in churn prediction, bankruptcy risk, and business intelligence
  • πŸ’Ύ Developing structured, modular code for data projects
  • πŸ“ˆ Providing business insights and contributing stakeholders value

πŸ“ˆ Recent Projects

  • Bankruptcy Prediction Thesis: Built ML models (ElasticNet, XGBoost, MLP) on 1,500+ Vietnamese firms
  • Credit Card Fraud: Performed EDA and modelling to catch credit card frauds
  • Customer Churn Analysis: Feature selection with LASSO/ElasticNet, model tuning, business insights
  • Manufacturing Firm Decision Tree: Clean logic flow, intuitive interpretation for non-technical users

πŸŽ“ Education

  • BSc in Economics and Business Administration - Vietnamese-German University (VGU)
  • BSc in Economics and Business Administration - Goethe University Frankfurt

πŸ›  Tools & Skills

Python | Pandas | Scikit-learn | Power BI | SQL | Google Colab | Excel

πŸš€ What I value

  • Extreme Ownership
  • Result-driven and implementable solutions
  • Continuous improvement – even if it means 100+ hours a week

πŸ“„ Resume

⚑ β€œGet started, get better, never stops.”

Pinned Loading

  1. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    Analyze and detecting credit card frauds with ML

    Jupyter Notebook

  2. Credit-Risk-Analysis Credit-Risk-Analysis Public

    Analyzes loan default risk with ML for preventative decision making

    Jupyter Notebook

  3. Customer-Segmentation-UCI-ML Customer-Segmentation-UCI-ML Public

    Simple Customer Segmentation with KMeans

    Jupyter Notebook

  4. Bankruptcy-Prediction-Thesis Bankruptcy-Prediction-Thesis Public

  5. Derivatives Derivatives Public

    Forked from cafawo/Derivatives

    Derivatives lecture material

    HTML

  6. Simple-Stock-Return-Analysis Simple-Stock-Return-Analysis Public

    Practice stock analysis for investment decision

    Jupyter Notebook