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
Learn More and Register to Attend

The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for KubeCon + CloudNativeCon India 2024 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.

Please note: This schedule is automatically displayed in India Standard Time (UTC+5:30). To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date." The schedule is subject to change and session seating is available on a first-come, first-served basis.

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

AI Platform Engineer, AstraZeneca

Building Enterprise AI Platform using Kubernetes, Kubeflow, Ray Cluster, Volcano Scheduler, Spark, ArgoCD with Rollouts Extension, Harbor, GitHub Actions, NVIDIA DGX A100, Weights & Biases, pgvector, Apache AGE, Prometheus, Grafana, ELK, Kyverno, Amazon FSx for NetAPP ONTAP.

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

AI + ML

Content Experience Level Any

KubeCon + CloudNativeCon India 2024

Nithin R

Attendees (5)

Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending!