Author
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Emmanouil (Manos) Kritharakis is a Data Scientist at Satalia, working in the Research Lab on Graph Machine Learning and Federated Learning Systems. His research focuses on scalable graph-based methods and privacy-preserving distributed learning, with publications at leading venues including VLDB and ECML-PKDD. He brings hands-on experience building production ML systems end-to-end, from data preprocessing to deployment, bridging the gap between research and real-world applications.