Dimitrios Stylianos Lampridis is a graduate of the Department of Computer Science and Engineering at the University of Ioannina (2025), holding a 5-year integrated master’s degree. His research interests focus on modeling and testing manufacturing defects in memory structures used for Neural Networks, as well as design and testing of VLSI circuits. Currently, he is a PhD Student in the Department of Electrical and Computer Engineering at the University of Cyprus, carrying out his research at KIOS Research and Innovation Center of Excellence, working on the European MSCA Doctoral Network TIRAMISU project under the supervision of Prof. Maria K. Michael and Prof. Theocharis Theocharides.