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

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 Europe 2025, and have an All-Access pass in order to participate in the sessions.

To view the full event schedule for a specific CNCF-hosted Co-located event, you can use the right-hand navigation bar to sort and filter.

The schedule is subject to change.
← Back to schedule
The State of GenAI & ML in the Cloud Native Ecosystem - Alejandro Saucedo & Bartosz Ocytko, Zalando SE
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
avatar for Alejandro Saucedo

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 →
avatar for Bartosz Ocytko

Bartosz Ocytko

Executive Principal Engineer, Zalando SE
Bartosz is an Executive Principal Engineer (aka Distinguished Engineer) at Zalando’s eCommerce Platform, where he is responsible for  group-wide B2C business and Developer Platforms that serve over 50m customers. Bartosz leads and contributes to strategic and group-wide engineering... 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

Attendees (19)


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

Tweet Share
Share Modal

Share this link via

Or copy link