Scaling Video AI at RTL with Daan Odijk - #435
Analysis
This article from Practical AI discusses RTL's journey in implementing MLOps for video AI applications. It highlights the challenges faced in building a platform for ad optimization, forecasting, personalization, and content understanding. The conversation with Daan Odijk, Data Science Manager at RTL, covers both modeling and engineering hurdles, as well as the specific difficulties inherent in video applications. The article emphasizes the benefits of a custom-built platform and the value of the investment. The show notes are available at twimlai.com/go/435.
Key Takeaways
- •RTL is building a custom MLOps platform for video AI.
- •The platform addresses ad optimization, forecasting, personalization, and content understanding.
- •The article discusses challenges in modeling, engineering, and video application specifics.
Reference
“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.”