The healthcare industry is witnessing a revolution in drug discovery, driven by advancements in machine learning and artificial intelligence.

Roche, a leading global healthcare company is at the forefront of this transformation, leveraging open-source tools like Kubeflow to build digital data products and power next-gen AI solutions.

One of the innovative practices is the retraining of hundreds, even thousands of models daily. This is a critical aspect of managing AI products at massive scale, as models can become stale over time due to changes in the real-world environment and user behaviour.

This presentation will provide a detailed look into the challenges faced, how they have been overcome, and how Kubeflow has been leveraged to drive these transformative AI initiatives forward.

At Roche, we are dedicated to helping the world by doing now what patients need next. Join us in Paris at Kubecon as we unravel the secrets behind revolutionizing healthcare AI with Kubeflow.