Software engineer by trade, data engineer by accident, platform engineer by necessity, and machine learning engineer by stealth, Principal Consultant Calum has made a career of wandering up and down the technology stack sticking his nose in things to see how they work. If forced to pick a specialism, it would be leveraging the latest cloud technology to build full-stack solutions that help clients unlock the value in their data.