Dr Omar Soufi ,EMI, Morocco
Dr. Omar Soufi is a Doctor of Computer Engineering specializing in Artificial Intelligence, with a focus on Data Science, Spatial Remote Sensing, and Geographic Information Systems (GIS). He has a diverse background in developing deep learning models for satellite image super-resolution and extensive experience in designing and implementing platforms for data management and spatial analysis. Dr. Soufi’s career spans roles in project management, team leadership, and departmental oversight in business intelligence and decision-making tools. He is currently engaged in pioneering AI initiatives, leveraging his expertise to advance technology applications in satellite imagery and spatial data analytics.
Publication Profile
Orcid
Education
Dr. Omar Soufi holds a Doctorate in Computer Engineering specializing in Artificial Intelligence. He completed his doctoral research focusing on deep learning techniques for enhancing the resolution of satellite images. His academic journey includes extensive coursework and projects in Data Science, Big Data architecture, and the development of educational and data visualization platforms. Dr. Soufi’s educational background equips him with a robust skill set in programming languages, frameworks, and technologies essential for innovative AI and GIS applications.
Experience
Dr. Omar Soufi has accumulated a wealth of professional experience in the field of Computer Engineering, particularly in Artificial Intelligence and Geographic Information Systems (GIS). His career began with roles in project management and team leadership within the IT sector, progressively advancing to oversee business intelligence and decision-making tools. Dr. Soufi has contributed significantly to national-level projects, including platforms for disaster risk management, vehicle fleet monitoring, and real estate asset management. His expertise extends to designing and implementing specialized applications in spatial analysis and environmental monitoring, utilizing cutting-edge technologies to tackle complex data challenges.
Research focus
Dr. Omar Soufi’s research focuses on the application of Artificial Intelligence and deep learning techniques in satellite imagery and spatial data analysis. His work centers on developing innovative methods for enhancing the resolution of satellite images using deep learning models. Dr. Soufi is particularly interested in the intersection of Data Science and Geographic Information Systems (GIS), aiming to advance capabilities in spatial remote sensing and environmental monitoring. His research contributions include publications on image super-resolution, spatial data processing, and the development of AI-driven applications for geographical information systems. Dr. Soufi continues to explore new avenues for leveraging AI to address challenges in spatial data analysis and environmental science.
Publication Top Notes
An intelligent deep learning approach to spacecraft attitude control: the case of satellites”
“Enhancing Accessibility to High-Resolution Satellite Imagery: A Novel Deep Learning-Based Super-Resolution Approach”
“Deep learning technique for image satellite processing”
“Analysis and Processing of Spatial Remote Sensing Multispectral Imagery using Deep Learning Techniques”
“Study of Deep Learning-based models for Single Image Super-Resolution”
“Benchmark of deep learning models for single image super-resolution (SISR)”