Speakers:
From Monolith to Modular: How RTL Scaled Its Video ML Pipelines with Python Components and Kubeflow
Date:
Tuesday, November 18, 2025
Time:
2:35 pm
Track:
Summary:
Die Session Description ist diese: Discover how RTL transformed its video ML pipelines by moving from a monolithic setup to modular Python components using Kubeflow. This session shares real-world insights into building scalable, collaborative workflows across engineering and data science. Learn how we integrated evaluation and metadata tracking to boost agility, transparency, and product quality in a legally restricted environment.
Speakers:
Optimizing Patient Flow: How to Harness Probabilistic Models for Discharge Planning
Date:
Tuesday, November 18, 2025
Time:
3:05 pm
Track:
Summary:
Hospital overcrowding and patient flow management pose significant challenges to global healthcare systems. Inefficient discharge processes significantly contribute to these issues. Resulting longer wait times and delayed admissions compromise the quality of care, and pose risks to patients and staff. Participants will learn how optimizing discharge using probabilistic models can generate significant savings while improving clinical outcomes.