Ville Tuulos, Outerbounds CEO on ML Infra, Metaflow & AI Systems
Nov 22, 2025•1 hr 1 min
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Episode description
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
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