Projects

Unit Testing 101

This is a tutorial on writing unit tests for an example function.

Jul 26, 2026

Readable, Reliable, Reusable: A Guide to Clean R Code

A practical guide to writing clean, maintainable R code—focused on clarity, consistency, and simplicity. These principles help teams debug faster, test smarter, and build…

Sep 23, 2025

An Analysis of James Hoffman’s ‘The Great American Coffee Taste Test Live Stream’

I used a survey with 4,000+ responses taken from participants in the live event to analysis coffee habit, preferences, and coffee tastes.

Dec 12, 2023

Traffic Summary of each of WI’s 72 County Profiles

Markdown

Data Viz

Crash data summaries for each of the 72 counties. The reports include dynamic maps showing crash locations and hotspots.

May 1, 2023

WisDOT Crash Comparison Dashboard

Shiny

Data Viz

API

This is a Shiny dashboard that compares crashes by quarter within a selected County or Municipality. This analysis was previously done manually in Excel, needing to find the…

Oct 1, 2022

Wisconsin Traffic Crash Facts

Quarto

Originally a 100+ page PDF book, I made it into an online crash facts book using Quarto. The book provides tables and charts of aggregated crash data. Past versions were…

Aug 1, 2022

Analysis of OWI ratios

Data analysis

This research project involved calculating risk ratios of OWI (operating while intoxicated) offenders from across multiple datasets.

Nov 1, 2021

Coffee Roasting Profiler

Shiny

Data Viz

An ameateur coffee roaster, I made this dashboard to visualize my coffee roasts.

Aug 4, 2021

Working with API and JSON format

API

Data analysis

The task was to find the average sentence length of OWI (operating while intoxicated) offenders on their 3rd or more OWI citation using DOJ court case data.

Feb 1, 2021