Blog
Thoughts on development, design, and everything in between.
5/11/2026
ReviewProof
A Python-based web scraping system for collecting medical practitioner data in Bielefeld, Germany using Playwright and SQLite.
pythonweb-scrapingplaywrightmedical-databielefelddata-collection
4/10/2026Building 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
4/9/2026Pokemon 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