Rylan
Erman

Computer science student at Cal State San Marcos, graduating May 2027. I build software and machine learning projects.

Projects

A desktop collection manager for trading card games. Pulls live card data from the TCGdex API, streams results in without freezing the UI, and keeps every user's collection separate behind a login.

Source

A deep learning pipeline that sorts brain MRI scans by tumor type. Compared EfficientNetB0 against ResNet50 with transfer learning and fine-tuning, reaching 93.4% accuracy across 6,507 images, then dug through the misclassifications to find where the models actually break.

Source  ·  Project

A browser tool for laying out card photos into a single sheet. Handles multiple saved projects in IndexedDB, drag-and-drop reordering, inline photo editing, mass import, and export. Everything stays on your machine.

Source