Kaiyi Liu is a Software Engineering intern in the emerging technologies group on the sustainability team at Red Hat. Kaiyi Liu is a fourth year Computer Science Student at the University of Toronto. At Red Hat, he has developed tools for computing power prediction and energy oriented computing. He is passionate about developing intelligent technologies that address climate change and environmental issues.