Projects

NHL Player Cards

I've created NHL player stat cards that combine advanced analytics, custom models, and clean visuals to highlight player performance. You can explore over 14,800 individual cards of forwards, defensemen, and goalies from the past 19 seasons! Data for this project was obtained from Natural Stat Trick. The project is mostly complete, but I continue to make occasional improvements to the rankings and visuals.

You can also explore the code and behind-the-scenes development of this project and follow its development on my GitHub.

NHL Team Cards

I've created NHL team stat cards that combine advanced analytics, custom ratings, and clean visuals to highlight team performance. You can explore over 500 team cards from the past 19 seasons! Data for this project was obtained from Natural Stat Trick. The project is mostly complete, but I continue to make occasional improvements to the rankings and visuals.

You can also explore the code and behind-the-scenes development of this project and follow its development on my GitHub.

NHL Schedule Genetic Algorithm

This started as my final project for an Evolutionary Computation course and I have since continued to work on it outside the classroom. The goal was to design a genetic algorithm capable of generating optimized NHL schedules under a variety of real-world constraints. The project concluded with a 40 minute formal presentation.

I plan to add more features and visualizations from this project to the website soon, but for now the full source code and documentation is available on my GitHub.

You can also view the presentation slides. These slides were used as a visual aid during the talk and do not represent a complete transcript of the presentation.