Data engineer and scientist specializing in Kubernetes, machine learning, and open-source data science platforms. Background spans bicycle mechanics to advanced data systems. Also practices TCM, shiatsu, and martial arts—bringing a craftsman's approach to both physical and digital infrastructure.