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1. ML-CV-Surf-Reporter ML-CV-Surf-Reporter Public

   Full-stack, cross-platform surf forecasting app with live CDIP buoy data & real-time surfer detection via custom Machine Learning & Computer Vision. Built with React, Flask (Python), JavaScript, HT…

   Python

2. UCSB-RAG-Chatbot UCSB-RAG-Chatbot Public

   AI-powered RAG (Retrieval Augmented Generation) chatbot for the UCSB College of Engineering with semantic search, source verification & comprehensive academic information retrieval. Built with Stre…

   Python

3. ML-Startup-Success-Prediction ML-Startup-Success-Prediction Public

   Full-stack Machine Learning Startup Success Predictor with 50K+ company dataset, bias-free methodology, XGBoost ensemble, Logistic Regression, SVM w/ RBF kernel, and SHAP interpretability. Built w/…

   Jupyter Notebook 2

4. ML-Sports-Injury-Prediction ML-Sports-Injury-Prediction Public

   End to end NBA Injury Predictor with 4.78M record dataset, XGBoost, Random Forest, TensorFlow Neural Network, & Logistic Regression w/ 69% ROC-AUC. Built w/ serverless AWS Lambda deployment, S3 sto…

   Jupyter Notebook

5. Multiple-Linear-Regression-Model-Diamond-Project- Multiple-Linear-Regression-Model-Diamond-Project- Public

   Predicting diamond prices with multiple linear regression in R using log-log transformation, AIC/BIC model selection, and VIF diagnostics on 53,943 observations

6. RCBD-music-cognition-analysis RCBD-music-cognition-analysis Public

   Designed and analyzed a repeated measures experiment (RCBD) testing whether house music affects visual memory (Chimp Test) in UCSB undergraduates. Applied paired t-test, RCBD ANOVA in R. Found a st…