|Specialty||Machine Learning, Data Analytics, Statistical Inference, Artificial Inteligence|
Georgios Fatouros is a research associate and PhD candidate at the University of Piraeus. He received his Degree from the Department of Economics of the University of Athens in 2018 and his Postgraduate Diploma in “Data Science” in 2020 from the Athens University of Economics and Business. His research interests are focused on the development and optimisation of artificial intelligence algorithms for prediction, automation and adaptation of cloud resources, time series forecasting and natural language processing.
Personal Research Topics
Real time risk assessment in Investment Banking
Research and development of time-series models, sentiment analysis and visualisation tools in order to provide risk monitoring on multiple financial portfolios in real time. The utilized models are based on both econometric and deep learning techniques combined with various streaming and big data frameworks.
Reasoning Framework for Semantic Matching and Runtime Adaptation
Development of an innovative system based on data models and graph optimization, capable of identifying the appropriate Cloud / Edge resources to run a given application or a part of the application in the FaaS paradigm.