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About Me

I am a postdoctoral researcher working at LIST — Luxembourg Institute of Science and Technology. I am part of the ICES research group, and completed my PhD. under the direction of Pr. Yves Le Traon, Pr. Mike Papadakis and Dr. Maxime Cordy from the University of Luxembourg .

My current research is on Physics Informed Graph Neural Networks, applied for sustainable energy operations.

My PhD was at the intersection of Software Engineering, Machine Learning and Security. My main topic is about the evaluattion and improvement of the robustness of machine learning algorithms. Part of my work has been done with an Industrial Partner (BGL BNP-Parisbas), and with other colleagues from the Covid19 Luxembourg Task Force.

I tackle real-life problems where reliable and robust machine learning is of utmost importance. My previous work includes credit scoring and fraud detection, steganography and secure communication, pandemic forecasting and mitigation, using evolutionary optimization approaches, multi-task and multi-label learning.

You can find an extended version of my CV as a PDF file.