Marjan Ilbeigi is an Assistant Professor at Oman College of Management and Technology and a researcher specializing in sustainable and computational architecture. With extensive academic and professional experience as an architect, researcher, and CEO, she has contributed to architectural practice, curriculum development, and interdisciplinary collaboration. Her research focuses on energy-efficient design, zero-carbon buildings, post-occupancy evaluation, and the application of artificial intelligence techniques such as ANN and GANs in architectural optimization. She has authored multiple publications in high-impact journals, advancing knowledge in building performance, façade design, and environmental sustainability. Recognized among the top cited researchers in architectural engineering, she has received numerous honors for academic excellence and reviewing contributions, and actively serves as a reviewer for leading international journals while holding memberships in professional engineering and research organizations. Her research impact includes 355 citations across 352 documents, 10 publications, and an h-index of 5.