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starpie-16/README.md

Hi there, I'm Oliver (starpie-16) 👋

🚀 Aspiring Machine Learning Engineer | High School Student

I am a passionate high school student from Vietnam, dedicated to mastering the mathematical foundations of Artificial Intelligence. My current goal is to pursue a degree in Computer Science/AI

📚 My Current Learning Path (Daily Commits)

  • 🔢 Mathematics: Currently mastering Algebra 2 & Precalculus on Khan Academy (focusing on Matrices and Trigonometry).
  • 🤖 Machine Learning: Learning the basics of Python for Data Science and NumPy.
  • ⚡ Next Step: Preparing for AP Calculus and Statistics to build a solid foundation for Gradient Descent.

🛠 Tech Stack & Tools

  • Languages: Python (Primary), C++, Markdown
  • Libraries: NumPy (Learning), Matplotlib
  • Platforms: Khan Academy, GitHub, VS Code

📊 My GitHub Stats

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📫 Connect with me

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  1. ml-prep-box ml-prep-box Public

    Simplify data cleaning with automated strategies mapped to your data types.

    Jupyter Notebook 3

  2. cnn-architecture-comparison cnn-architecture-comparison Public

    Empirical study comparing Baseline, ResNet, and Depthwise CNN architectures on CIFAR-10 classification.

    Python 3

  3. Advanced-Stacking-XAI-Regression Advanced-Stacking-XAI-Regression Public

    Modular analysis comparing advanced Stacking Ensemble (with TF-IDF and Optuna tuning) against a Simplified Categorical Baseline for regression on noisy text data. Focus on XAI using SHAP.

    Python 3