Shipped products, applied machine learning, and graduate research — from live apps you can open today to coursework that shaped how I work.
A yarn-stash & project ledger used daily — an installable PWA with Firebase sync, OCR receipt capture, and offline support. Designed and built solo.
Connects to Spotify and turns your listening history into a visual taste profile — then scores how well any artist matches you, 0–100.
An ASL-alphabet image classifier and a study in adversarial robustness — probing how attacks fool the model and how to defend against them.
A research demo that sorts uploaded brain-MRI scans into four tumor types with a convolutional neural network, reporting its confidence for each.
A graduate capstone with Michigan's EGLE — an interactive map and search tool for weighing brownfield sites by their potential for solar redevelopment.
A data web app tracing how per-capita emissions have shifted by region from 1750 to 2021 — built for a graduate data-viz course.
A statistical model predicting a track's popularity from its audio features — and a lesson in when the signal simply isn't there.
Graduate and undergraduate projects — the analytical range behind the shipped work.