Mary Grygleski

Mary Grygleski

Technical advocate at AI Collective building multi-agent AI and event streaming systems in Java.

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Mary Grygleski builds generative AI and event streaming architectures as a technical advocate at AI Collective. Originally a Unix/C engineer, she moved to Java over two decades ago and focuses on multi-agent systems and real-time data workflows.

She explores how developers can adopt modern data pipelines. Her talk on event messaging with Apache Pulsar unpacks cloud-native scaling, while her session on understanding vector search details how to mitigate data staleness using RAG.

On the community side, Mary runs the local Chicago Java Users Group.

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