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xuyfe/README.md

Hi there 👋

  • 🛠️ Machine Learning Research at the Yale Vision Lab.
  • 👨‍🎓 Senior majoring in Statistics & Data Science and Economics at Yale University.
  • 🏆 Certificates: Data Scientist Associate with Python (DataCamp), Bloomberg Market Concepts.
  • 📫 How to reach me: owen.xuli@yale.edu

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  1. redistricting-optimization-algorithm redistricting-optimization-algorithm Public

    A Markov chain Monte Carlo algorithm for generating district maps that maximize partisan advantage using historical election data, adjusting for both short- and long-term outcomes. Final project fo…

    Jupyter Notebook 1 1

  2. olist-ecommerce-analysis olist-ecommerce-analysis Public

    An in-depth analysis of Olist's online sales with PostgreSQL, Excel, Python, and Tableau. A presentation sample with recommendations geared towards Sales and Marketing teams.

    Jupyter Notebook

  3. landcover-classification landcover-classification Public

    Utilizing satellite imagery and light band data to predict whether an area has vegetation or has been developed by humans using a Logistic Regression model..

    R

  4. insurance-response-classifier insurance-response-classifier Public

    EDA and an Ensemble model comprised of XGBoost, CatBoost, LightGBM, and other algorithms to predict whether existing customers will respond positively to new insurance offers based on demographic d…

    Jupyter Notebook

  5. firm-opt-tariff-uncertainty firm-opt-tariff-uncertainty Public

    A dynamic computational model to examine how tariffs influence a firm's optimal input choices over time (investments and imports), using Bellman iteration, a Cobb-Douglas production function, linea…

    Julia

  6. cs50-final-project cs50-final-project Public

    EnPassant, a chess-learning website with an intuitive design. Developed with Python, HTML, CSS, JS, and SQL.

    JavaScript