Name: AstraZeneca’s Cloud Native Machine Learning Platform - Nithin R, AstraZeneca
Start: 2024-12-12T14:55:00+0530
End: 2024-12-12T15:30:00+0530

In-person
11-12 December
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Thursday December 12, 2024 2:55pm - 3:30pm IST

Room 1

Showcasing AstraZeneca’s cutting-edge Enterprise Cloud Native Machine Learning Platform. It is built on Kubernetes and integrates a diverse array of cloud-native tools, enabling seamless development, deployment, and management of machine learning workflows. My presentation will delve into the architecture, key components, real-world applications, and the integration with Cloudability for cost management, highlighting its role in empowering data science teams and accelerating innovation within AstraZeneca. The tech stack involves Kubeflow, Weights & Biases, Ray, Volcano Scheduler, Grafana, Prometheus, ELK, Harbor, NetApp Ontap FSx, Kyverno, GitHub Actions, ArgoCD, Argo Rollouts, Milvus, etc

Speakers

Nithin R

Nithin, AstraZeneca

Building Enterprise AI Platform using Kubernetes, Kubeflow, Ray Cluster, Volcano Scheduler, Apache Spark, Deepspeed, Argo, Harbor, GitHub Actions, NVIDIA DGX A100, Milvus.

Thursday December 12, 2024 2:55pm - 3:30pm IST
Room 1

AI + ML

Content Experience Level Any

KubeCon + CloudNativeCon India 2024

Nithin R

Attendees (1)

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