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bertmclee/README.md

Greetings! 👾 I'm Bert Lee, a Data Science Maverick at Yale!

Who am I?

  • 🎓 Pursuing the zenith of data science with a Master's at Yale. I turn data into decisions and insights into action.
  • 📈 From Disney+ magic to DBS Bank's strategic insights, I'm the maestro of data-driven stories.
  • 🚀 Eyeing roles from May 2024 where I can orchestrate data into breakthrough business symphonies.
  • 🏀 Baller by day, weightlifter by night. Off-court, I crunch numbers and pump iron with equal gusto.

My Arsenal

AWS Python SQL Hive PyTorch Pandas Git Linux

Spotlight Projects

  • 🛡️ GGTAN: Advanced Fraud Detection with Graph Neural Network in Financial Transactions
    Enhanced GTAN with GAT for fraud detection, increasing F1-Score by 6.9% and AUC by 8.0% - achieving SOTA performance.
    Github Repository | Project Report

  • 🤖 Automated Text Data Generation with LLMs for Classification Problems
    Utilized LLAMA2 for data generation and BERT for validation, crafting datasets with a balance of diversity and accuracy comparable to human-labeled data.
    Github Repository | Project Report

Let's Connect

Pinned Loading

  1. antifraud antifraud Public

    Forked from AI4Risk/antifraud

    A repository for financial fraud detection

    Python

  2. DataGenLLM DataGenLLM Public

    Automated Text Data Generation for Classification Problems with LLMs

    Jupyter Notebook 1

  3. AB_Testing_Pricing_Test AB_Testing_Pricing_Test Public

    A A/B Testing Challenge on Software Pricing

    Jupyter Notebook 6 1

  4. Speech2TextSummary Speech2TextSummary Public

    Generate Summary/Report from Chinese Speech

    Python 6 6