Sheikh Mohammad Idrees is a dedicated researcher, educator, and practitioner specializing in blockchain technologies, decentralized systems, ml and data science. With a Ph.D. in Computer Science and years of experience, Idrees has been at the forefront of exploring innovative solutions to complex technological challenges. His expertise spans blockchain interoperability, data integrity, and the integration of machine learning with decentralized technologies. As a Certified Enterprise Blockchain Architect, he bridges the gap between theory and practice, mentoring students and collaborating with global researchers to advance the frontiers of technology. Currently a Researcher and Lecturer at NTNU, Gjøvik, Norway, Idrees is committed to fostering interdisciplinary research and innovation in emerging technologies. Roshan Jameel is a researcher with expertise in cutting-edge technologies such as blockchain, machine learning, and cloud computing. Her academic contributions include multiple publications that explore the integration of these technologies in sectors like healthcare, energy, and education. Dr. Jameel is passionate about advancing the frontiers of knowledge through interdisciplinary research and aims to bridge theoretical advancements with practical applications to address real-world challenges. Mariusz Nowostawski is a Professor at the Norwegian University of Science and Technology (NTNU), specializing in programming, decentralized technologies, computer science, and education. He obtained his doctorate from the University of Otago, New Zealand, where he spent 15 years as a researcher and lecturer. His MSc research focused on AI and machine learning, while his PhD work explored autonomous systems and the computational modelling of biological processes. Passionate about self-organizing systems, adaptive computation, and autonomy, Mariusz has also worked on high-performance networking applications on GPUs and multicore systems with Sun Microsystems and Oracle. Currently, his research interests include cryptocurrency privacy and anonymity, as well as blockchain forensics, in collaboration with Europol. An active and influential researcher, Mariusz continues to make valuable contributions to his fields of expertise.