A pass-rusher gravity metric that measures observed blocker attention during true pass sets, models expected attention from Big Data Bowl tracking features, and ranks defenders by the extra attention they command.

A 2017-2026 women's basketball recruiting study that evaluates ESPN SC Next 100 recruits by freshman usage, minutes, conference and position distribution, Big Ten context, and transfer timing.

A 2016-2019 MLB shift analysis that models team-level shift usage, builds a shift effectiveness metric, and compares hitter outcomes with and without shifts using regression, random forests, and significance tests.

A salary-efficiency roster builder that ranks 2015-16 NBA players by position, performance, and cost, then creates an example low-cost lineup and shot-chart comparisons against elite teams.

A decision-support tool that recommends whether NFL coaches should go for it, punt, or kick a field goal on 4th down in overtime — trained on 350,000+ plays from 2016–2024.

A transfer-learning tennis playstyle classifier that turns point-by-point match charting into player archetype scores, using professional data to label styles and UCLA match data to generate radar-plot profiles.

A model of All-NBA selection using 10 seasons of NBA.com and Basketball-Reference data, testing variable-selection methods and logistic regression to identify the box-score and advanced stats most tied to All-NBA voting.

An exploratory study of 2011-12 NBA playoff teams that compares Eastern and Western contenders, team touches, roster composition, and predictors of player rank.

A quarterback clutch metric that compares actual EPA to an XGBoost expectation from pocket geometry, pass-rush spacing, and game context, then isolates how each QB performs in high-leverage fourth-quarter and overtime plays.

A tracking-data framework for evaluating wide receiver and skill-player downfield blocking, combining defender angles, speed, ball geometry, and blocker-defender movement into a Blocking Effectiveness Score.

A PER ranking study that tests how touches, position, scoring, assists, and other player statistics explain PER rank across the 2013-14 through 2015-16 NBA seasons.

An interactive five-tab dashboard built for UCLA Women's Basketball that maps transfer portal movement, compares first-year transfer vs. freshman on-court impact, and tracks career development across 8,300 freshman seasons and 1,354 transfer arrivals in Power 5 programs.

A survey-driven Roundnet viewability study that scores gameplay clips for excitement and understandability, then uses tests and regression to identify which point-level traits make the sport more entertaining to watch.

A playoff-seeding study showing that NBA conference alignment excluded deserving teams in 12 of 15 seasons, then comparing wildcard, conference-free, and tennis-style bracket alternatives.