Igor Mishkovski

Dr. Mishkovski is an experienced researcher specializing in complex networks, machine learning, and AI systems. He is actively involved in the VEZILKA project, AI infrastructure initiative funded through EuroHPC and Horizon Europe programs, aimed at establishing North Macedonia’s first National AI Factory Antenna. 

His research portfolio includes over 100 publications, covering topics such as network vulnerability and robustness, multiplex networks, link prediction, cryptography, NLP applications in finance and Trustworthy AI . Notable contributions include pioneering work on vulnerability of complex networks, semantic homophily in social media, credit risk modeling using central bank data, and recent advances in company classification using neural networks and zero-shot learning. 

His current work focuses on developing sophisticated LLM routing systems that balance model performance and cost using Graph Neural Networks, clustering approaches, and reinforcement learning, involving GPU-accelerated machine learning pipelines for large-scale datasets.