Gregor Bauer
VP Customer Engineering
Munich, Germany
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Started career in international teams developing and delivering custom device management and IoT solutions for leading telecom providers worldwide. During this time leading technical teams in the delivery of customer solutions and in PreSales, which included as well the creation of architectures and cost estimates. As a solution engineer at Couchbase, he now focuses on challenging solution consulting, such as application modernization and development as well as multi-cloud strategies and especially edge computing with a focus on sustainable high user experience.
Area of Expertise
Topics
ML workloads on Kubernetes with Kubeflow: Why and How?
One of the main challenges for Kubernetes adoption in businesses is the lack of in-house skills to make the most out of a Kubernetes-based stack which is especially true for organizations implementing Machine Learning workloads developed by ML Engineers or Data Scientists whose skill set usually does not include infrastructure tooling from the cloud native ecosystem.
In this talk, you'll learn about key Kubernetes constructs, why and how to use them effectively to meet core requirements for ML workloads as we introduce Kubeflow which is an open-source project allowing users to leverage the power of Kubernetes to run the training and serving of their ML models. We will focus on Charmed Kubeflow which is a Canonical distribution of Kubeflow to show how you can leverage the power of Kubeflow to deploy and serve large machine-learning models with ease. You will also learn how to use Kubeflow's finetuning pipeline for LLM finetuning in RAG based applications with Couchbase.
GraphQL: Does it replace SQL, REST or Something Else?
Join us for an in-depth exploration of GraphQL's impact on API development. We'll analyze its unique approach to data querying and manipulation, comparing it with traditional SQL and REST architectures. Discover the advantages and limitations of GraphQL, and explore its potential to reshape modern web development practices. Whether you're a seasoned developer or new to the field, this talk offers valuable insights into navigating the evolving landscape of API technologies. At the end will get recommendations when to choose what.
WeAreDevelopers World Congress 2024 Sessionize Event
Gregor Bauer
VP Customer Engineering
Munich, Germany
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