“Arnold ships clean, well-documented projects and responds quickly to feedback. His handwriting recognition and IoT repos show real engineering depth.”

Project: Handwriting Recognition AI

“Strong fundamentals in Java and Python. Built end-to-end systems — from MySQL backends to ML pipelines — with clear READMEs and reproducible setup.”

Project: arnshop & mqtt-weather-app

“Reliable teammate on group assignments. Delivers working code on time and explains technical decisions clearly.”

Project: Library Management System