André Ebert
Head of AI & Data Innovation
Munich, Germany
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Andre is Head of AI & Data Innovation at inovex, where he drives the strategic direction and architecture of modern data ecosystems with a strong focus on the Microsoft Data Platform and Microsoft Fabric.
Bridging the gap between applied AI research and enterprise architecture, Andre draws from extensive experience in developing intelligent data products for Industrial IoT and Predictive Maintenance. His academic research on the “human-in-the-loop” paradigm and the role of UI/UX in the machine learning lifecycle heavily influences his work today, allowing him to bring a strictly user-centered perspective to the design of complex data environments.
As a passionate community contributor, Andre regularly speaks at international conferences and Meetups, including Machine Learning Week Europe and the PASS Summit.
Area of Expertise
Topics
Data and AI Governance in Microsoft Fabric under the EU AI Act
The EU AI Act is now actively enforceable, shifting AI compliance from a theoretical future goal to a strict legal reality for businesses. Simultaneously, companies are moving their generative AI innovations out of experimental sandboxes and scaling them into production-level operations. Because trustworthy AI cannot be built on ungoverned data, the seamless integration of Data and AI Governance has become an absolute prerequisite for remaining globally competitive. Therefore, discussing this right now is crucial and modern platforms like Microsoft Fabric finally allow us to translate these complex regulatory requirements into practical, technical solutions.
From Zero to Fabric Apps: Automated Transformation and Deployment with Rayfin
Fabric is the new holistic data platform in your company – and you are facing countless existing reports, evaluations, and dashboards in various notebooks and repositories that now need to be migrated and connected. Sooner rather than later.
In this hands-on session, we do exactly that: we transform contents of existing repositories into a ready-to-use Microsoft Fabric App – from scratch, on stage. We start by examining different types of input projects to transform their existing code and data with the help of off-the-shelf frontier models. With Rayfin's open source SDK and CLI we create the project scaffold, derive the SQL schema, and deploy the result live to Azure as a Fabric App with a single command.
That sounds simple, but what actually happens when the underlying schema in Fabric changes, and how can you ensure a clean, repeatable re-deployment with Rayfin?
In summary, this session shows how to structure, transform, and deploy existing code repositories into a Fabric App in an fully automated way and why "Schema-as-Code" is important for Fabric SQL databases.
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