🌟 Summary

Dr. Omar Soufi is a seasoned data scientist with a doctorate in computer engineering, specializing in artificial intelligence. He has a wealth of experience in data science, spatial remote sensing, and geographic information systems (GIS), offering exceptional data analysis skills and developing business intelligence solutions to drive organizational advancements and strategic performance.

🎓 Education

• 2023: Ph.D. in Computer Engineering (Artificial Intelligence) – EMI Rabat
  • Thesis: Deep Learning for Enhancing Satellite Image Quality and Star Sensor Processing
• 2020: Engineering Degree in Information Systems Engineering – Polytechnique Grenoble, ENSIMAG
• 2020: Engineering Degree in Software Engineering and Quality – EMI Rabat
• 2015: Diploma of University Studies – ARM Merkèns
• 2014: Bachelor’s in Mechanical Engineering – ARM Merkèns
• 2011: Baccalaureate in Life and Earth Sciences – 1ER LMR

💼 Professional Experience

• 2024-Present: Head of AI Missions
• 2022-2023: Head of Geomatics & Decision Support Tools
• 2020-2021: Head of BI & Decision Support Tools
• 2017-2019: Team Leader at Decision Support Center
• 2016: Project Manager at IT Department

🔬 Research Interests

• Data Science: Advanced data analysis, business intelligence development, trend evolution in AI.
• Artificial Intelligence: Deep learning applications in satellite image super-resolution and remote sensing.
• GIS: Development of thematic cartographic applications and spatial data analysis.

📚 Academic Projects

• E-learning platform development
• Big Data architecture implementation
• Pedagogical resource recommendation system
• Web application for data visualization and processing
• Distributed system for streaming data processing

🌐 Languages

• Arabic, French, English, Spanish

📜 Certifications

• IA, DL, ML from A to Z
• Power BI Data Analyst Associate
• QlikSense Data Analytics
• Scientific Python
• Google Data ML

Professional Skills

• Programming: Python, R, JavaScript, C, Java, Scala
• Web Technologies: HTML, CSS, PHP, JEE, APIs
• Databases: SQL, NoSQL
• Deep Learning: Scikit-learn, OpenCV, Keras, TensorFlow
• Big Data: Hadoop, Spark, Elasticsearch, Kafka
• GIS: QGIS, ArcGIS, GeoServer
• Project Management: Agile methodologies, UML, Merise, Scrum

Dr. Soufi’s extensive expertise and proactive approach position him as a leading figure in leveraging AI and data science for strategic innovation and operational excellence.

Notable Publications

Paper Tittle: Benchmark of deep learning models for single image super-resolution (SISR)

• Author: Omar Soufi, Zineb Aarab, Fatima-Zahra Belouadha
• Year: 2022
• Citations: 9

Paper Tittle: Study of Deep Learning-based models for Single Image Super-Resolution

• Author: Omar Soufi, Fatima-Zahra Belouadha
• Journal: Revue d’Intelligence Artificielle
• Year: 2022
• Citations: 4

Paper Tittle: Deep learning technique for image satellite processing

• Author: Omar Soufi, Fatima-zahra Belouadha
• Journal: Intelligent Methods In Engineering Sciences
• Year: 2023
• Citations: 2

Paper Tittle: Enhancing Accessibility to High-Resolution Satellite Imagery: A Novel Deep Learning-Based Super-Resolution Approach

• Author: Omar Soufi, Fatima Zahra Belouadha
• Journal: Journal of Environmental Treatment Techniques
• Year: 2023
• Citations: 1