Georgios Alexandridis
National and Kapodistrian University of Athens
Short Bio
Georgios Alexandridis is an Assistant Professor of Machine Learning at the Department of Digital Industry Technologies of the National & Kapodistrian University of Athens (NKUA). His research is situated at the intersection of Artificial Intelligence and Data Science, with a primary focus on developing advanced machine learning frameworks for complex, real-world applications. Dr. Alexandridis has made contributions to the fields of Deep Reinforcement Learning, Natural Language Processing, and Recommender Systems. His recent work explores the integration of Generative Models for data augmentation in RL agents, the application of Large Language Models (LLMs) in cultural and touristic contexts, and the advancement of Vision-Language Models for multimodal reasoning. Additionally, his research delves into emerging neural architectures, such as Kolmogorov-Arnold Networks (KANs) and Physics-Informed Neural Networks (PINNs), to address challenges in spatiotemporal forecasting and anomaly detection.Beyond theoretical advancements, his work spans diverse industrial domains, including maritime predictive maintenance, energy consumption analytics, and social network analysis. Dr. Alexandridis holds a PhD from the National Technical University of Athens (NTUA) and has authored over 70 peer-reviewed publications. Through his teaching and research, he remains committed to bridging the gap between fundamental machine learning theory and its transformative impact on digital industry and society.
Research Interests
Professor Alexandridis is interested in the following research areas: Machine Learning Foundations, Computer Vision and Robotics, and Natural Language Processing.
