Islam M. Momtaz A. Sadek
Islam M. Momtaz A. Sadek, MsC
Researcher & PhD Candidate
- Research profile: Predictive Maintenance and AI for Sustainable Engineering
- Research expertise: Predictive Maintenance, AI for Civil and Mechanical Systems, Water and Energy Supply Predictive Models, AI for Sustainable Infrastructure, Generative Adversarial Networks (GANs) for Image Generation, Blockchain for IoT Security
Biography
Islam M. Momtaz A. Sadek, MSc, is a PhD candidate at the Jheronimus Academy of Data Science (JADS) and Tilburg University. His research focuses on predictive maintenance models for infrastructure systems, particularly in water and energy supply chains. As part of the ILUSTRE project, Islam applies advanced AI techniques to optimize maintenance schedules, reduce resource waste, and prevent system failures. His work includes self-supervised learning techniques for time-to-failure estimation, enabling real-time monitoring and prediction of critical infrastructure performance. With a background in civil engineering and information technology, Islam integrates machine learning to enhance system reliability and sustainability. His published work includes applications of AI in image generation and blockchain for IoT security.
Relevant academic links
Research Projects
JADS also participates in several (international) projects, which contribute to grand societal challenges like health, food security, smart transport and secure societies. Together with companies, government, NGO’s and other knowledge institutions, JADS works on solutions by using data.