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Nikolaos Michail

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Data Platform Team Lead Kaizen Gaming

Nikolaos Michail is the Data Platform Lead at Kaizen Gaming, where he’s on a mission to make data scalable, self-serve, and just a little less chaotic. Whether it's wiring up Data Mesh foundations or convincing people that CI/CD belongs in data too, he’s all about building systems that are fast, reliable, and kind of magical. He’s especially passionate about clean architecture, automation, and enabling teams to ship data products with confidence. At the 2025 Databricks AI Summit, he’ll walk through Kaizen Gaming’s reimagined data platform— sharing practical insights, hard-earned lessons, and architectural patterns to help you future-proof your cloud data lake for scale, speed, and cost efficiency.

Bio from: Data + AI Summit 2025

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Redesigning Kaizen's Cloud Data Lake for the Future

At Kaizen Gaming, data drives our decision-making, but rapid growth exposed inefficiencies in our legacy cloud setup — escalating costs, delayed insights and scalability limits. Operating in 18 countries with 350M daily transactions (1PB+), shared quotas and limited cost transparency hindered efficiency. To address this, we redesigned our cloud architecture with Data Landing Zones, a modular framework that decouples resources, enabling independent scaling and cost accountability. Automation streamlined infrastructure, reduced overhead and enhanced FinOps visibility, while Unity Catalog ensured governance and security. Migration challenges included maintaining stability, managing costs and minimizing latency. A phased approach, Delta Sharing, and DBx Asset Bundles simplified transitions. The result: faster insights, improved cost control and reduced onboarding time, fostering innovation and efficiency. We share our transformation, offering insights for modern cloud optimization.