Ville Tuulos is the Co-founder & CEO of Outerbounds. Outerbounds is a company developing modern human-centric ML. Ville has been developing infrastructure for machine learning 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 also the author of an upcoming book, Effective Data Science Infrastructure, published by Manning.Topics:

• Building Metaflow at Netflix: Lessons in Scalable, Human-Centric ML Infrastructure
• Why the Future of ML Platforms Is Human-First, Not Tool-First
• Outerbounds: From Open Source to a Full-Stack Platform for Production-Grade ML

#MachineLearning #MLOps #AIInfrastructure #OpenSource #DataScience