Exploring data through interactive visualizations, machine learning, and full-stack development.
An interactive map tracking student passing metrics across California. Hover over counties or districts to explore high, low, and median salary data for teachers, administrators, and support staff.
A machine learning model to predict prices for crafting materials in Guild Wars 2. The game has a trading post where players can buy and sell a variety of items. Often, you can end up with a lot of one item you don't need, and it would be useful to know how much an item will cost at some future time.
A machine learning model trained on a custom dataset of 10,000 images to identify 5,500+ registered Scottish tartans. Upload a photo to receive pattern predictions and direct links to the Scottish Tartan registry.
Currently gathering labeled photos to refine the model. Web upload form coming soon.