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yabeizeng1121/README.md

👋 Hi, I'm Yabei Zeng!

🎓 Master's Student in Interdisciplinary Data Science at Duke University
🔍 Passionate about Data Science, Machine Learning, and Software Engineering
🌱 Looking for roles in Data Science, Data Analysis, Data Engineering, and Machine Learning Engineering

🌟 About Me

I'm currently pursuing my Master's in Interdisciplinary Data Science at Duke University. With a Bachelor's in Statistics and Data Science from UC Santa Barbara, I bring a solid foundation in statistical modeling, machine learning, and data analysis.

💻 Technical Skills

  • Languages: Python, R, SQL, SAS, C++, Rust, Spark, HTML, Markdown, Tex, MatLab
  • Tools: AWS, Azure, Jupyter, RStudio, Git, Tableau, Microsoft Office, Quarto, TeX
  • Technologies: Data Analysis, Machine Learning, Deep Learning, NLP, DevOps
  • Packages: Pandas, Numpy, Scipy, Scikit-learn, Tensorflow, Keras, PyTorch

🚀 Projects

  • Car Recommendation: Using Rust actix_web to build a interactive web app for car recommendation based on user preferences
  • Steam Review Analyzer: An interactive tool for analyzing game reviews on Steam, utilizing sentiment analysis and data visualization.
  • Text Summarize App: A web application for efficient text summarization, leveraging the power of GPT-3.5 and Flask.

📚 Education

  • Duke University: Master in Interdisciplinary Data Science
  • University of California - Santa Barbara: Bachelor of Statistics and Data Science, Minor in Earth Science

📌 Experience

  • Graduate Teaching Assistant at Duke University, guiding students in data analysis and machine learning techniques.
  • Research Assistant under Prof. Tomoyuki Ichiba, focused on climate data analysis and predictive modeling.

📫 Connect with Me

Pinned

  1. nogibjj/Steam_Review__Analyzer nogibjj/Steam_Review__Analyzer Public

    The following is the repository for the Steam Review Analyzer. This is a Docker contained Microservice, that takes user specification, and displays a Dashboard filled with game analysis based off t…

    Jupyter Notebook 2

  2. new_bot new_bot Public

    A Streamlit chatbot app, providing interactive Q&A on Streamlit updates and more, with easy setup for local and EC2 deployment.

    Python

  3. nogibjj/Individual_Project_4_Yabei nogibjj/Individual_Project_4_Yabei Public

    HTML

  4. Climate_project Climate_project Public

    Jupyter Notebook

  5. Car_Recommendation Car_Recommendation Public template

    Using Rust actix_web to build a interactive web app for car recommendation based on user preferences

    HTML 1

  6. Ninsta22/champions-edge Ninsta22/champions-edge Public

    Jupyter Notebook