Krakow, Poland, 17 - 19 June 2026

AI is no longer just a feature inside modern systems, it is becoming a core architectural layer that changes how platforms are designed, scaled, and maintained.

In this talk, we’ll explore how machine learning is reshaping system architecture: from predictive autoscaling and intelligent API routing to self-healing systems and real-time decision-making. We’ll also look at the architectural patterns behind AI-driven platforms, including event-driven systems, feature stores, and MLOps pipelines.

This session is designed for engineers and architects who want to understand not just how to add AI into products, but how AI fundamentally changes the way modern systems are built.
Ihor Zhuravlov
Sigma Software
Ihor is a Principal Software Engineer and Data Architect at Sigma Software, as well as a Databricks- and Snowflake-certified professional and contributor to the .NET for Apache Spark project. He specializes in designing scalable data architectures and optimizing performance in mission-critical environments, combining deep profiling expertise with modern engineering practices to build efficient, high-performing systems.

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Venue address

ICE Krakow, ul. Marii Konopnickiej 17

Phone

+48 691 793 877

Email

info@devoxx.pl

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