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WinnieHsu0111/README.md

Hi 👋, I'm Ching-Yun (Winnie) Hsu

I'm a master's student in Applied Statistics at the University of Michigan. I work at the intersection of machine learning, statistical modeling, and practical AI systems. I enjoy building tools and models that connect data science, AI engineering, and real-world decision making.

  1. 🧪 Michigan Data Science Team — Student Researcher
    Replicating GPT-2 with PyTorch and studying transformer training behavior.

  2. 📊 Purdue University — Graduate Data Science Researcher
    Forecasting with ARIMA, LSTM, boosting, and building automated dashboards.

  3. 🤖 AUO Corporation — Software Engineer Intern
    Multi-agent system with LangGraph, SQL/Neo4j agents, and LLM orchestration.

  4. 📚 WNC Corporation — Artificial Intelligence Intern
    NLP/RAG plugin improving internal communication.

Connect with me:

ching-yun (winnie) hsu

Languages and Tools:

mssql mysql python matlab aws gcp azure git matlab mssql mysql pandas pytorch

Popular repositories Loading

  1. stats507-coursework stats507-coursework Public

    University of Michigan- STATS 507 (Coursework and stuff)

    Jupyter Notebook

  2. MDST-Tutorial MDST-Tutorial Public

    My tutorial materials for MDST

    Jupyter Notebook

  3. mdst-gpt2-replication mdst-gpt2-replication Public

    Replicating GPT-2 Using PyTorch

    Python

  4. WinnieHsu0111 WinnieHsu0111 Public

    Hello world, this is my profile.

  5. Rate-My-Apartments Rate-My-Apartments Public

    LLM-powered tool that collects and summarizes Google, Yelp, and Reddit reviews for UMich off-campus apartments.

    Python