Blog

Thoughts on development, design, and everything in between.

Allpythonweb-scrapingplaywrightmedical-databielefelddata-collectionaicaptchasecuritymachine-learninghuman-behaviorjavascriptleafletmappingdata-visualizationvitesvgcilipiosarkitx-planehead-trackingswifttypescriptreactcanvasimage-processingdot-matrixcomputer-visionflaskfacial-recognitiononnxelectronocrsqlitewebscrapingenergyinfrastructuretechnologylinkedinprivacysurveillancebrowserdata-protectioneunpmaxiossupply-chainnorth-koreanodejsclitutorial
4/10/2026

Building MANTAX: An Ethical Facial Recognition System for NGOs

A technical deep-dive into MANTAX, an ethical facial recognition system designed for NGO use cases with local-only processing, dual-model embeddings, and confidence bands.

pythoncomputer-visionflaskfacial-recognitiononnxelectron
4/9/2026

Pokemon TCG Card Extractor with OCR

A technical deep-dive into building a computer vision system for automatic card collection management using OCR, web scraping, and SQLite.

pythonocrsqlitewebscrapingcomputer-vision