
Krakow, Poland, 17 - 19 June 2026
AI-Driven Architecture: How Machine Learning is Reshaping System Design
Quickie (INTERMEDIATE level)
Room 4B
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.
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.
Ticket prices will go up in...
44
Days
:
14
Hours
:
20
Minutes
:
30
Seconds
You missed out!
Venue address
ICE Krakow, ul. Marii Konopnickiej 17
Phone
+48 691 793 877
info@devoxx.pl
