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This page categorizes my projects in terms of skills. Unfortunately, I cannot link to any of my work projects here, which is the bulk of my experience! This is a barebones start and will be updated.

Data Wrangling, Scraping and CLeaning

Modeling

Predictive Modeling (ML)

  • Netflix Recommender for Rock Climbing (ongoing)

  • Random forest and regression model for Energy Use Intensity (EUI) on Commercial Buildings Energy Consumption Survey (CBECS) data

  • Predicting MLB attendance by game with XGBoost

Classification

  • CART model for segmenting a client's customers by sector and energy usage

  • Coursework: kNN algorithm from scratch

Simulation Studies