[LAST UPDATED: 2026-09-20]
PERSONAL PROJECTS
ENTRIES: 2
CATEGORY: Hardware · Machine Learning · Automation
Things built outside of work, usually to answer a question I could not answer just by reading. Each write-up is what actually happened, measured, including the parts that did not work.
[2026-09-20]
TRAINING A SMALL MODEL TO CLEAN 84,000 EMAILS
STATUS: COMPLETED
CATEGORY: Machine Learning · Text Classification · Automation
A weekend build. A large model labels a sample of an 84,000-message mailbox, a small model learns to imitate it, and the small model does the rest on my own machine, for free, in just a few minutes.
26,124 messages sorted · free to run[READ WRITE-UP] →
[2025-10-15]
PHYSICAL STOCK DATA DISPLAY
STATUS: COMPLETED
CATEGORY: Hardware · Electronics · Data Visualization
An always-on physical market dashboard: eight 64×64 LED matrices driven by an ESP32, fed by a reverse-engineered broker API, in a 3D-printed enclosure with hand-spliced power distribution.
512×64 pixels · 8 matrices · custom CAD[READ WRITE-UP] →