Census Visualizer
Data Engineering • Visualization • GIS
A Python/SQL pipeline and interactive mapping application for exploring American Community Survey data across 400,000+ U.S. geographies.
Portfolio
This page showcases my personal and academic projects exploring data science, data engineering, and machine learning—from preparing and analyzing data to building interactive web applications, visualizations, and GIS tools.
Projects
IPIP Workbench
Psychometrics • Statistical Analysis
A psychometric analysis and interactive web application exploring personality assessments from the International Personality Item Pool through factor analysis.
Utah Home Values Explorer
Data Engineering • Geospatial Analysis
A data pipeline combining five sources to explore 600,000+ Utah home values, with a web application for comparing cities, counties, ZIP codes, and regions.
Days Alive Menu Bar
Swift • macOS Development
A lightweight, native macOS app built in Swift that displays your age in the menu bar—a reminder that you're never getting any younger.
School Projects
CS 474: Spotify Playlist Track Predictor
BYU Fall 2023: An LSTM-based playlist continuation experiment combining Spotify audio features, sequence modeling, and a catalog of nearly 5 million songs.
Image licensed under Creative Commons Zero
CS 270: NBA Predictive Modeling
BYU Winter 2024: A team project comparing machine learning models for predicting NBA game outcomes and evaluating moneyline betting strategies.
Image licensed under Creative Commons Attribution 2.0 Generic
STAT 230: Figure Weights ANOVA Experiment
BYU Winter 2024: A team experiment using ANOVA to test how background noise and access to scratch paper affect performance on Figure Weights reasoning puzzles.
