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1. CIC-Student-Research-Paper---Long-Covid CIC-Student-Research-Paper---Long-Covid Public

   This repository contains the R-code which I used to analyze data from the U.S. Census Bureau’s Household Pulse Survey (HPS Phase 4.2 Cycle 9), specifically Health Tables 5 (vaccination) and 8 (Long…

2. Lake-Mixed-Layer-Temp-MLR Lake-Mixed-Layer-Temp-MLR Public

   Predicting winter lake mixed-layer temperature on Lake Superior from ERA5-Land climate reanalysis using multiple linear regression in R. Full workflow with AIC/BIC/Lasso selection, diagnostics, and…

3. Loan-Default-ML-Classification-Model Loan-Default-ML-Classification-Model Public

   End-to-end ML pipeline predicting SBA loan defaults (paid in full vs. charged off) — preprocessing, EDA, five-model comparison, tuned XGBoost with SHAP, and calibrated evaluation. Best model: ROC-A…

   Jupyter Notebook

4. Skin-Cancer-Kaggle-Project Skin-Cancer-Kaggle-Project Public

   This repository contains a skin cancer (Benign/Malignant) classification project as part of a Kaggle competition where our team placed 5th overall. This project was developed for my Introduction to…

5. waze-user-churn waze-user-churn Public

   End-to-end ML pipeline predicting Waze user churn: EDA, hypothesis testing, logistic regression, and tuned Random Forest & XGBoost models with SHAP feature importance. Google Advanced Data Analytic…

   Jupyter Notebook

6. alcohol-balance-rcbd alcohol-balance-rcbd Public

   UCLA Stats 101B (Design of Experiments) final project: a Randomized Complete Block Design testing how alcohol affects balance, analyzed in R with two-way ANOVA, Tukey HSD, and power analysis. Simul…