Ville Tuulos

Ville Tuulos, CEO at Outer Bounds and former leader of data science at Netflix, shares his insights on scaling AI and ML workflows. He discusses the evolution of data science infrastructure and the creation of Metaflow, highlighting its role in addressing common frustrations in data workflows. Ville emphasizes the importance of experimentation in successful AI integration and the changing skill sets needed in the industry. He also explores the future of data science infrastructure and the promise of enhanced integration between machine learning tools.

Ville Tuulos, CEO and co-founder of Outerbounds, shares his journey from building Metaflow at Netflix to writing his upcoming book on effective data science infrastructure. He discusses the unique challenges of ML production, emphasizing the need for innovative solutions and robust experimentation techniques. Ville highlights Metaflow's role in enhancing productivity and its integration with platforms like Kubernetes. The conversation also delves into the evolution of MLOps, especially in a post-pandemic world, and the growing community around these tools.

Ville Tuulos, co-founder and CEO of Outerbounds, has a rich background from Netflix and AdRoll. He discusses the inception of the open-source framework Metaflow, designed to facilitate machine learning collaboration. The conversation highlights the importance of AI compute clusters and the distinction between large foundation models versus smaller specialist ones. Ville also explores trends in industrial and multimodal AI, and emphasizes the need for innovative AI infrastructure solutions. Dive into the future of AI with insights from his extensive experience!