Building Scalable ML Infrastructure at Outerbounds with Savin Goyal

The Data Flowcast: Mastering Apache Airflow ® for Data Engineering and AI · Mar 13, 2025 · 36m · transcript

Machine learning is changing fast, and companies need better tools to handle AI workloads. The right infrastructure helps data scientists focus on solving problems instead of managing complex systems. In this episode, we talk with Savin Goyal, Co-Founder and CTO at Outerbounds, about building ML infrastructure, how orchestration makes workflows easier and how Metaflow and Airflow work together to simplify data science.

Key Takeaways:

(02:02) Savin spent years building AI and ML infrastructure, including at Netflix.

(04:05) ML engineering was not a defined role a decade ago.

(08:17)…