Projects

GitHub

Github repo can be found here (github)

Tableau

Public page for Tableau projects can be found here (Tableau Public Page)

fun

Style Transfer in PyTorch

A style transfer application built in PyTorch (ML/AI, Neural Networks, Transfer Learning, Python, PyTorch)

Supply Chain Analysis & Optimization - pt 1

Analysis of supply chain data (Supply chains, optimization, linear programming, Python, scipy PuLP)

DisYBoost: Physician Recommendation Predictions

Classification model built using XGBoost (ML/AI, Decision Trees, XGBoost, Python)

TikTok Claims Classification

Classification model to predict whether a TikTok video expresses a claim or an opinion (ML/AI, Classification, Python, XGBoost, Random forest)

US National Parks Visitor Data - Tableau

Visualization of National Park Visitor Data (Python, Tableau)

Powered Finance - Predicitng Customer Defaults

Classification model to predict whether an applicant for a loan is likely to default (ML/AI, Classification, Logistic Regression, Python, XGBoost)

Salifort Motors Employee Retention Predictor

Classification model to predict whether an Employee at Salifort Motors is likely to leave (ML/AI, Classification, Python, XGBoost)

Fusion of Art and Physics

Artistic Collaboration between UC Santa Cruz Physicists and Local Artists

LLMs in PyTorch

AstroLLM - Constructing an LLM "from scratch" that generates astrophysics abstracts in PyTorch (Python, PyTorch, LLMs, NLP, Generative AI)

GIS Fundamentals Workshop Series

Collection of results + Certificate from the Clemson GIS workshop (ArcGIS Pro)

Introduction & Machine Learning in R Bootcamp

Random forest predictor of student test score in R + R Workshop Certificate (ML, Random Forest, Regression, R / R Studio)

work

RX-DMFIT

A public tool for calculating multi-wavelength emission from dark matter annihilation (C++)

Legacy Analysis of Milky Way dSphs with Fermi-LAT

Data products for the 14 year Mikly Way dSphs analysis using Fermi-LAT data