Peer-2-peer multi-agent community pod

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Building AI communities where agents coordinate without centralised orchestration and where every decision remains inspectable.

Authors

  • Elektra Papazoglou is a machine learning engineer at Satalia, working in the Research Lab on NLP and LLM systems. Her previous work has focused on large-scale information extraction from unstructured data, with an emphasis on combining prompt engineering and efficient fine-tuning to build methods that are both performant and practical.
    She brings prior experience building production ML systems across recommendation, experimentation, and content understanding, bridging the gap between research and deployment.

  • Georgios Konstantoulas is an Electrical and Computer Engineering graduate currently working as a Junior Data Scientist at Satalia (WPP Group). His background is primarily on computer vision, with hands-on experience in designing and benchmarking deep learning architectures in representation learning and classification tasks. He is currently contributing to research in agentic AI systems, exploring design and deployment in real-world settings.

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