Will Sovine

As a perpetually learning data scientist, I thrive on deciphering intricate challenges in sports and business, employing cutting-edge technologies. I trust that exploring my curated portfolio will also offer you fresh insights, as each project has been a profound source of learning for me.

Data Science Projects

Opponent Adjusted Strength

Simultaneously use the play-by-play data for all teams against their opponents to determine their relative strength.

NCAA Football, Ridge Regression
October 17, 2023

Predicting Expected Points

An attempt at using situational play-by-play data and machine learning models to accurately predict the next points scored in a football game.

NCAA Football, Linear Regression, LASSO Regression, Gradient Boosting Machine
October 10, 2023

Data Visualization

2023 Opponent Adjusted Strength

View each team's relative strength and how it progresses throughout the season.

NCAA Football
Updated: November 20, 2023

Sports Betting Models & Tools

Tried and tested models that I use to profit off of sports betting and will be making available to others to use.

Calculators

Kelly Criterion Calculator

NHL

NHL Moneyline
Profit since 2021 season: 1,166%
Updated December 30, 2023

Contact