JAWAD FAYAZ

Dr. Fayaz is a Senior Lecturer in Computer Science (Data Science and Artificial Intelligence) at the University of Exeter, UK. His research lies at the intersection of machine learning, probabilistic modelling, and decision science, with a focus on spatiotemporal representation learning and inference in complex systems. He develops computational frameworks for risk quantification, early warning, and sequential decision-making with particular emphasis on extreme events (high-impact low-probability and high-probability long-horizon risks) in natural hazards, environmental systems, and critical infrastructure.

His methodological expertise includes deep learning for structured data (graphs and time series), physics-informed machine learning, reinforcement learning, Bayesian inference, and explainable AI, with an emphasis on scalable and interpretable models for safety-critical systems.

Currently, Dr. Fayaz is an Academic Lead for the Center of Environmental Intelligence at the University of Exeter, UK. He is also on the editorial boards of three journals: i) International Journal of Disaster Risk Reduction (IJDRR), ii) Frontiers in Earth Science, and iii) Smart and Sustainable Built Environment

Outside of his academic pursuits, Dr. Fayaz actively practices martial arts, including Jiu-Jitsu and Muay Thai, and incorporates weight training and long-distance running into his fitness routine. He further enjoys hiking and traveling to explore new landscapes. He is also an avid listener of informative podcasts such as Huberman Lab, and finds inspiration in reading thought-provoking books like Man’s Search for Meaning by Viktor Frankl and Beyond Good and Evil by Friedrich Nietzsche.

Educational Background