Navigating the Challenges of Large Video Processing in Machine Learning

Today we’re joined by Daan Odijk, Data Science Manager at RTL.

In our conversation with Daan, we explore the RTL MLOps journey, and their need to put platform infrastructure in place for ad optimization and forecasting, personalization, and content understanding use cases. Daan walks us through some of the challenges on both the modeling and engineering sides of building the platform, as well as the inherent challenges of video applications.

Finally, we discuss the current state of their platform, and the benefits they’ve seen from having this infrastructure in place, and why using building a custom platform was worth the investment.

The complete show notes for this episode can be found at twimlai.com/go/435.