An offline-friendly Electron app that lets scholars highlight, tag, and instantly resurface PDF passages across multiple research projects.
Available for new work
Building thoughtful software & data systems.
I'm Zac — a full-stack developer and data scientist. I founded a research-annotation platform, ship production ML pipelines, and write about the messy intersection of code, ideas, and craft.
An investigation into the behavior of gradients durning training of a simple CNN image classifier and how it relates to generalization.
From-scratch implementations of core machine learning and statistical algorithms including K-Means, Random Forest, Naive Bayes, Kalman Filter, and MCMC methods.
Neural networks trained to classify NFL formations and plays from Madden gameplay footage using computer vision techniques.