Name: The State of GenAI & ML in the Cloud Native Ecosystem - Alejandro Saucedo, Zalando SE
Start: 2025-04-01T09:10:00+0100
End: 2025-04-01T09:35:00+0100

CNCF-hosted Co-located Events Europe 2025 taking place on 1 April. This event is happening in person at Excel London in London, England.

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Tuesday April 1, 2025 09:10 - 09:35 BST

Level 1 | Hall Entrance N10 | Room G

The growth of GenAI & ML has brought new emerging challenges; in this talk we dive into the state of production of GenAI & ML in the cloud native ecosystem, where we provide an overview of trends, challenges, opportunities and tooling that the ecosystem is standardizing towards.

As part of this session, we will provide a snapshot of the current state of the ecosystem, as uncovered by recent surveys, which highlights the gaps in tooling and skills [1]. We will then cover the best practices and tooling that are arising from production use-cases of LLMOps/MLOps at scale to tackle domain-specific challenges such as agentic-workflows, AI guardrails, efficiency requirements - between others. These include the OSS frameworks [2] that are supporting the end-to-end LLMOps / MLOps lifecycle across pipelining, optimization, productionisation, monitoring/observability and ML safety.

[1] https://ethical.institute/state-of-ml-2024
[2] https://bit.ly/ml-list

Speakers

Alejandro Saucedo

Director of Engineering, Science & Product, Zalando SE

Alejandro is Director of Engineering, Science & Product at Zalando SE, where he is responsible for central systems that power Supply and Demand across the group, including Zalando's central data and State-of-the-Art ML systems. He is also Chief Scientist at the Institute for Ethical... Read More →

Tuesday April 1, 2025 09:10 - 09:35 BST
Level 1 | Hall Entrance N10 | Room G

Cloud Native + Kubernetes AI Day, Multimodal AI

Content Experience Level Intermediate
Event + Breaks Cloud Native + Kubernetes AI Day

CNCF-hosted Co-located Events Europe 2025

Alejandro Saucedo

Attendees (4)

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