Projects

A compact set of published case studies focused on the implementation work, constraints, and technical decisions behind each project.

Watch-Later visualization: a 3D YouTube content explorer

Building a Watch Later text-analysis pipeline and Svelte/Three.js 3D interface, with a browser demo that uses a simplified layout.

Looking beyond feature requests at a deep tech startup

Frontend work at a deep tech startup led me to question product constraints and organize reusable UX research for customer planning.

Reducing OpenLayers map render time by 51%

How component boundaries, event handling, and layer management reduced OpenLayers render time by 51% in a 1,000+ label test.

Satellite Image Analysis Platform

Frontend work on SI Analytics' AI-powered satellite image analysis platform, including map workflows, large-file upload, and administrative tools.