Posts
All the articles I've posted.
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Stream Chat Organizer: Building a Chrome Extension for Live Chat Readability
How I built a Chrome extension to make live stream chat actually readable — no backend needed, just plain client-side JavaScript that runs entirely in the browser.
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Building a Multi-Location HomeLab: Self-Hosting Across Two Machines
How I designed and built a self-hosted infrastructure spanning multiple physical locations, with Docker Swarm for scaling, encrypted networking between sites, and remote access to IoT devices — all without any data leaving unencrypted.
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Detecting and Classifying Surface Crack Severity with Deep Learning
Research published in Springer's ICACIT 2022 proceedings. We trained models to classify the severity of structural surface cracks from video, compared binary classification against YOLOv5 object detection, and deployed the model on Android.