Amrit Krishnan is a senior applied ML specialist at the Vector Institute. He brings significant expertise in software engineering and system design. Amrit leads the development of CyclOps, an open-source software toolkit that helps researchers accelerate their clinical ML model development and evaluation workflows. Amrit has previously worked at multiple autonomous driving start-ups and led the development of computer vision based stacks.