Projects

Each of these started as a problem I actually had. I own them end to end: the spec, the design, the build, and the decisions in between.

2026 - present · Electron · React · TypeScript

Canvas Companion

One glance at your menu bar instead of six clicks into Canvas. Assignments, deadlines, and submission status, surfaced the moment your Mac wakes up. Feature-complete, packaged, and pitched to UW IT for a 35,000+ student campus.

2026 · Python · scikit-learn

Phishing URL Detector

A classifier that learns to spot malicious URLs from their structure alone. The interesting part was not the model; it was refusing to trust an accuracy number that a 194:1 class imbalance made meaningless.

May 2026 - present · Swift · SwiftUI · Whisper · Vision OCR

ThreadBack

Everyone saves screenshots, voice notes, and links. Almost nobody ever finds them again. ThreadBack is my answer: a native iOS capture inbox where everything you save becomes searchable. In development.

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