Ville Tuulos has been developing infrastructure for ML and AI for over two decades. He has worked as an ML researcher in academia and as a leader at a number of companies, including Netflix where he led the ML infrastructure team that created Metaflow, a popular open-source framework for ML infrastructure. He is a co-founder and CEO of Outerbounds, a human-friendly platform for serious ML/AI systems.