Projects

I've selected some of my more extensive projects to highlight on this page. You can find some of the smaller scale projects that didn't make the cut here.

Photo Geolocation with Multi-Input CNN

Using a convolutional neural network combined with classic image descriptors to predict the location at which an input image was taken

MATLAB Python

Django Application for Video Game Statistics

Full stack web development project involving data scraping, database management, various statistical analysis, data visualization, frontend development, etc

Python JavaScript HTML CSS

Evaluation of NFL Pass Rushes Using Tracking Data

Training a model to estimate pass rush pressure probability at every frame and leveraging the result for evaluation metrics

Python R

Visualizing NFL Positional Spending

Developed a Shiny app for the analysis of positional spending in the National Football League

Assessing Learning Outcomes at Grinnell College

Helped develop a Shiny app for the Center of Teaching, Learning, and Assessment at Grinnell College for analyzing college-wide learning outcome assessment and curriculum mapping