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How Aurora Accelerates Autonomous Vehicle ML Model Development Using Kubeflow
# Aurora
# ML Model Development
# Kubeflow

In this talk, team Aurora will discuss how they accelerated ML model development for autonomous vehicles by integrating with Kubeflow.

Team Aurora will cover how the Kubeflow infrastructure evolved and how it is currently deployed. Then we will discuss how we build pipelines, the developer experience, and the benefits of using pipelines. Finally, we’ll walk through how they adopt Kubeflow org-wide.

Speakers
Maurizio Vitale
Maurizio Vitale
Staff Engineer @ Aurora Innovation
Vinay Anantharaman
Vinay Anantharaman
TLM MLOps @ Aurora Innovation
Ankit Aggarwal
Ankit Aggarwal
Senior Software Engineer @ Aurora Innovation
Agenda
Track View
5:00 PM, GMT
-
5:15 PM, GMT
Stage 1
Opening / Closing
calendar
Musical Intro
5:15 PM, GMT
-
5:55 PM, GMT
Stage 1
Presentation
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How Aurora Accelerates Autonomous Vehicle ML Model Development Using Kubeflow

In this talk, team Aurora will discuss how they accelerated ML model development for autonomous vehicles by integrating with Kubeflow.

Team Aurora will cover how the Kubeflow infrastructure evolved and how it is currently deployed. Then we will discuss how we build pipelines, the developer experience, and the benefits of using pipelines. Finally, we’ll walk through how they adopt Kubeflow org wide.

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Maurizio Vitale
Vinay Anantharaman
Ankit Aggarwal
5:55 PM, GMT
-
6:00 PM, GMT
Stage 1
Opening / Closing
calendar
Q&A
6:00 PM, GMT
-
6:15 PM, GMT
Stage 1
1:1 networking
calendar
Networking
Event has finished
January 18, 5:00 PM, GMT
Online
Event has finished
January 18, 5:00 PM, GMT
Online