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n0tar1n/README.md

Hi, I’m Esther 👋

🎓 Second-year undergraduate in Data Science & Artificial Intelligence at Nanyang Technological University (NTU)
💡 Interested in machine learning, algorithms, and explainable AI, with a strong focus on learning through building and research
🌱 Currently implementing exact SHAP feature attribution for Boolean machine learning models using Sentential Decision Diagrams (SDDs) and d-DNNFs, with a focus on tractable inference and algorithmic efficiency.

🛠️ Tech & Tools

Languages

  • Python · Java · SQL · JavaScript

Libraries / Frameworks

  • NumPy · Pandas · Matplotlib · Seaborn
  • PyTorch · TensorFlow
  • HuggingFace Transformers

Tools & Platforms

  • Git · Linux
  • Microsoft Azure
  • React

📫 Connect with Me

💼 LinkedIn: https://www.linkedin.com/in/esther-ng-xin-yue
📧 Email: ENG047@e.ntu.edu.sg

Pinned Loading

  1. SHAP-SDD-Project SHAP-SDD-Project Public

    SHAP Score Computation on Sentential Decision Diagrams

    Python

  2. EcoChio-V2 EcoChio-V2 Public

    weeeeee

    JavaScript