Dr. Ayesha Munira Chowdhury is a Postdoctoral Fellow of the ICT Integrated Safety Ocean Smart Cities Engineering Department at Dong-A University. She received her master’s degree in civil and environmental engineering from Pusan National University in 2018, followed by Ph.D. studies at the same university (2018–2023). From 2016 to 2023, she was a Research Assistant in the Construction System Integration Laboratory in the Civil and Environmental Engineering Department at the Pusan National University. Her research interests are focused on the study of artificial intelligence and deep learning in construction management and decision-making systems.