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Wyatt Johnston

Engineering Student at UIUC

Volleyball Data Analytics App

A Shiny app I made to investigate a volleyball team’s performance.

Making a Machine Learning Model for Tennis Betting Part 1: The Model

Creating a machine learning model that predicts tennis matches efficiently enough to bet on them profitably.

HRV and the WHOOP Recovery Model: Estimating Feature Importance

Heart rate variability (HRV) is the primary metric that the WHOOP fitness band uses to calculate your recovery. In this article I look at just how much HRV contributes to recovery, plus how a high HRV variance can make things tricky.

When to Bring Out Your Kicker (Or Runningback) on 4th & Goal

In November 2023, Texans running back Dare Ogunbowale attempted a field goal in a real NFL game. I wanted to figure out whether or not this was the right move, so I made a win probability calculator for 4th and Goal situations that could be applied to that game and any others.