Skip to content
View WinnieHsu0111's full-sized avatar

Block or report WinnieHsu0111

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
WinnieHsu0111/README.md

Hi πŸ‘‹, 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.

πŸš€ Featured Projects & Experience

  1. πŸ“ˆ University of Michigan β€” Research Assistant Validating phylodynamic pipelines (PhyloDeep & PhyloPOMP) to compare MLE and deep learning estimators for epidemiological models.

  2. πŸ§ͺ Michigan Data Science Team β€” Student Researcher Replicating GPT-2 with PyTorch and studying transformer training behavior.

  3. πŸ“Š Purdue University β€” Graduate Data Science Researcher Forecasting with ARIMA, LSTM, and boosting models; built automated dashboards for data visualization.

  4. πŸ€– AUO Corporation β€” Software Engineer Intern Developed a multi-agent system using LangGraph with SQL/Neo4j agents and LLM orchestration.

  5. πŸ“š WNC Corporation β€” Artificial Intelligence Intern Engineered an NLP/RAG plugin to optimize internal communication and information retrieval.


πŸ›  Languages and Tools

Languages & Core Tech

Databases & Knowledge Graphs

Cloud & DevOps

πŸ“« Connect with me:

ching-yun (winnie) hsu

Popular repositories Loading

  1. mdst-gpt2-replication mdst-gpt2-replication Public

    Replicating GPT-2 Using PyTorch

    Python

  2. WinnieHsu0111 WinnieHsu0111 Public

    Hello world, this is my profile.

  3. flu-rt-comparison flu-rt-comparison Public

    Comparing EpiEstim, POMP+mif2, and Neural SBI for time-varying Rt estimation

    R

  4. apartment-insights apartment-insights Public

    Statistical and NLP analysis of short-term rental reviews across Boston and Seattle.

    TypeScript

  5. phylopomp phylopomp Public

    Forked from kingaa/phylopomp

    R package for phylodynamics

    HTML

  6. three_lvl_cSMART_sim_study three_lvl_cSMART_sim_study Public

    Forked from GabrielDurham/three_lvl_cSMART_sim_study

    Data generative code to simulate longitudinal data arising from a clustered SMART.

    HTML