I am a problem solver, I do have a great learning ability and I love helping people to get more out of technology and pushing the art of the possible, I am passionate, hardworking and ambitious - in that order.
My passion makes me work hard and my hard work should help fulfil my ambition. I always deliver results, but always strive for more.
Ibrahim HAMZANE
EDUCATION
Mai 2019 : Agile Scrum Master, XIN Certification Institute
April 2019 : Coach Agile certification, Cabinet IT-GOV Consulting International
August 2018 : Coach certification Digital Transformation, DigiTurns
June 2018 : Technical Project Management, Cybrary
Nov 2017 : The Online Marketing Fundamentals, Google Digital Garage Certification
Nov 2016 : PMP training, Project Management Professional
March 2016 : ITIL Fondation, XIN Certification Institute
October 2015 : PRINCE 2 Fondation, XIN Certification Institute
December 2015 : SKEMA Business School, Project and Programme Management, Master BAC + 6
June 2010 : International Academy Mohamed VI of Civile aviation, Engineer degree
RESEARCH INTERESTS
IT Governance;
COBIT;
ITIL;
Project management
8
Scopus Publications
63
Scholar Citations
4
Scholar h-index
2
Scholar i10-index
Scopus Publications
A Hybrid Intelligent System for Adaptive Project Scheduling Using Machine Learning, Simulation, and Deep Reinforcement Learning Issam TALKAM International Journal of Engineering Trends and Technology, 2026 Project schedule management has long remained one of the unresolved issues, particularly in dynamic and uncertain environments where conventional methods are mostly inadequate for handling disturbances. This article introduces an intelligent and modular scheduling framework that integrates supervised machine learning, metaheuristic optimization, simulation, and deep reinforcement learning. The system employs machine and deep learning models, including Support Vector Machines (SVM), Random Forest, and Long Short-Term Memory (LSTM) networks for task duration prediction as well as delay detection and classification. The optimization components use Genetic Algorithms and Particle Swarm Optimization to produce efficient schedules that are both timely and resource-conscious. In addition, Monte Carlo simulation and fuzzy logic are applied to address uncertainty, while deep reinforcement learning autonomously selects the best rules to keep the system adaptable in real time. The study is validated by implementing the concept within the existing infrastructure using synthetic project data of complex types that include task dependencies, different risk levels, and stochastic disturbances. The experimental outcomes indicate that the proposed technique is not only flexible but also features self-healing capabilities, allowing it to respond to environmental changes without human intervention. The resulting method maintains task prediction accuracy and resilience, representing a promising direction in the field of intelligent scheduling research.
A NEW OPTIMIZED MACHINE LEARNING APPROACH FOR EXTRACTION AND CLASSIFICATION OF INFORMATIONS IN CURRICULUM VITAE Journal of Theoretical and Applied Information Technology, 2022
Towards an IT Governance of DevOps Metamodel Ibrahim Hamzane, Badr EL Khalyly 2021 International Conference on Decision Aid Sciences and Application Dasa 2021, 2021 Bringing together the teams of developers and IT operations, the DevOps approach aims for operational efficiency, By taking into account IT production constraints from the programming phase, the software is de facto more efficient, only the governance aspect. IT is not overly discussed in this repository. The objective of this research is to complete the DevOps meta-model already proposed in a previous article by adding an IT governance layer.
Proposed metamodels transformation from Predictive methodologies to Agile methodologies Ibrahim Hamzane, Allae Erraissi, Banane Mouad, Abdessamad Belangour 2020 International Conference on Decision Aid Sciences and Application Dasa 2020, 2020 Project management models are constantly evolving, among the most widely answered models we find Agile models or else called “Adaptive” and “Predictive” models. A study by the Standish group confirms that Agile projects achieve the desired result three times more than projects that are carried out by conventional (predictive) Methodologies. Thus, many organizations tend to apply the new project management model or migrate from the standard model to the agile one. In this article, building on previous research, we will build on the principles of MDA to define a metamodel of Agile and Predictive Methodologies, and then we will affect a transformation that will help organizations transform project management.
Project management metamodel construction regarding IT departments International Journal of Advanced Computer Science and Applications, 2019
A built-in criteria analysis for best IT governance framework International Journal of Advanced Computer Science and Applications, 2019
RECENT SCHOLAR PUBLICATIONS
A Hybrid AI Framework for Project Integration Management Using Network and Predictive Analytics T Issam, H Ibrahim, B Abdessamad 2025 IEEE International Conference on Advances in Data-Driven Analytics And … , 2025 2025.0
Polar Code Performance Analysis for High-Speed Wireless Data Communication System S Lydia, YK Gultom, S Alam, I Surjati, A Alkina, A Mekhtiyev, Y Neshina, ... Journal of Theoretical and Applied Information Technology 100 (05) , 2022 2022.0 Citations: 1
Towards an IT Governance of DevOps Metamodel I Hamzane, BEL Khalyly 2021 International Conference on Decision Aid Sciences and Application (DASA … , 2021 2021.0 Citations: 3
Proposition d’une approche de transformation digitale de la composante gestion de projets de la gouvernance IT à base de modèles I Hamzane Université Hassan II Casablanca (Maroc) , 2021 2021.0 Citations: 2
Proposition d'une approche de transformation digitale de la composante gestion de projets de la gouvernance IT à base de modèles.(Proposal of a digital transformation approach … I Hamzane University of Hassan II Casablanca, Marocco , 2021 2021.0
A Multi-Criteria Analysis and Advanced Comparative Study of Recommendation Systems S Baali, I Hamzane, H Moutachaouik, A Marzak International Journal of Engineering Trends and Technology 69 (3), 69-75 , 2021 2021.0 Citations: 3
Proposed metamodels transformation from Predictive methodologies to Agile methodologies I Hamzane, A Erraissi, B Mouad, A Belangour 2020 International Conference on Decision Aid Sciences and Application (DASA … , 2020 2020.0
MDA Transformation Process from predictive project management methodologies to agile project management methodologies I Hamzane, A Belangour, M Banane, A Erraissi Journal of Emerging Trends in Engineering Research 8 (9) , 2020 2020.0 Citations: 3
MDA Transformation Process from predictive project management methodologies to agile project management methodologies H Ibrahim, B Abdessamad International Journal of Emerging Trends in Engineering Research 8 (9) , 2020 2020.0 Citations: 2
A multi-criteria analysis and advanced comparative study between IT governance references I Hamzane, A Belangour Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) Volume … , 2020 2020.0
Project Management Metamodel Construction Regarding IT Departments BA HAMZANE Ibrahim International Journal of Advanced Computer Science and Applications(IJACSA … , 2019 2019.0 Citations: 14
A multi-criteria analysis and advanced comparative study between IT governance references I Hamzane, A Belangour International Conference on Advanced Intelligent Systems for Sustainable … , 2019 2019.0 Citations: 8
A Multi-Criteria Analysis and Advanced comparative study Between IT Governance references BA HAMZANE Ibrahim Conference: The International Conference on Advanced Intelligent Systems for … , 2019 2019.0
Implementation of a decision system for a suitable IT governance framework H IBRAHIM International Journal of Computer Science and Information Security 5 (17), 1-7 , 2019 2019.0
Implementation of a decision system for a suitable IT governance framework I Hamzane, A BELANGOUR International Journal of Computer Science and Information Security (IJCSIS … , 2019 2019.0 Citations: 7
A built-in criteria analysis for best IT governance framework H Ibrahim, B Abdessamad International Journal of Advanced Computer Science and Applications 10 (10) , 2019 2019.0 Citations: 20
Proposition d'une approche de gouverance des systèmes d'informations à base de modéles I HAMZANE 2016.0
A Hybrid Intelligent System for Adaptive Project Scheduling Using Machine Learning, Simulation, and Deep Reinforcement Learning I TALKAM, I HAMZANE, A BELANGOUR
A built-in criteria analysis for best IT governance framework HIB Abdessamad
TOWARD AN ITIL META-MODEL I Hamzane, A Belangour, M Azouazi QUINZIÈME JOURNÉE DE MATHÉMATIQUES ET APPLICATIONS JMA17, 82 , 0
MOST CITED SCHOLAR PUBLICATIONS
A built-in criteria analysis for best IT governance framework H Ibrahim, B Abdessamad International Journal of Advanced Computer Science and Applications 10 (10) , 2019 2019.0 Citations: 20
Project Management Metamodel Construction Regarding IT Departments BA HAMZANE Ibrahim International Journal of Advanced Computer Science and Applications(IJACSA … , 2019 2019.0 Citations: 14
A multi-criteria analysis and advanced comparative study between IT governance references I Hamzane, A Belangour International Conference on Advanced Intelligent Systems for Sustainable … , 2019 2019.0 Citations: 8
Implementation of a decision system for a suitable IT governance framework I Hamzane, A BELANGOUR International Journal of Computer Science and Information Security (IJCSIS … , 2019 2019.0 Citations: 7
Towards an IT Governance of DevOps Metamodel I Hamzane, BEL Khalyly 2021 International Conference on Decision Aid Sciences and Application (DASA … , 2021 2021.0 Citations: 3
A Multi-Criteria Analysis and Advanced Comparative Study of Recommendation Systems S Baali, I Hamzane, H Moutachaouik, A Marzak International Journal of Engineering Trends and Technology 69 (3), 69-75 , 2021 2021.0 Citations: 3
MDA Transformation Process from predictive project management methodologies to agile project management methodologies I Hamzane, A Belangour, M Banane, A Erraissi Journal of Emerging Trends in Engineering Research 8 (9) , 2020 2020.0 Citations: 3
Proposition d’une approche de transformation digitale de la composante gestion de projets de la gouvernance IT à base de modèles I Hamzane Université Hassan II Casablanca (Maroc) , 2021 2021.0 Citations: 2
MDA Transformation Process from predictive project management methodologies to agile project management methodologies H Ibrahim, B Abdessamad International Journal of Emerging Trends in Engineering Research 8 (9) , 2020 2020.0 Citations: 2
Polar Code Performance Analysis for High-Speed Wireless Data Communication System S Lydia, YK Gultom, S Alam, I Surjati, A Alkina, A Mekhtiyev, Y Neshina, ... Journal of Theoretical and Applied Information Technology 100 (05) , 2022 2022.0 Citations: 1
A Hybrid AI Framework for Project Integration Management Using Network and Predictive Analytics T Issam, H Ibrahim, B Abdessamad 2025 IEEE International Conference on Advances in Data-Driven Analytics And … , 2025 2025.0
Proposition d'une approche de transformation digitale de la composante gestion de projets de la gouvernance IT à base de modèles.(Proposal of a digital transformation approach … I Hamzane University of Hassan II Casablanca, Marocco , 2021 2021.0
Proposed metamodels transformation from Predictive methodologies to Agile methodologies I Hamzane, A Erraissi, B Mouad, A Belangour 2020 International Conference on Decision Aid Sciences and Application (DASA … , 2020 2020.0
A multi-criteria analysis and advanced comparative study between IT governance references I Hamzane, A Belangour Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) Volume … , 2020 2020.0
A Multi-Criteria Analysis and Advanced comparative study Between IT Governance references BA HAMZANE Ibrahim Conference: The International Conference on Advanced Intelligent Systems for … , 2019 2019.0
Implementation of a decision system for a suitable IT governance framework H IBRAHIM International Journal of Computer Science and Information Security 5 (17), 1-7 , 2019 2019.0
Proposition d'une approche de gouverance des systèmes d'informations à base de modéles I HAMZANE 2016.0
A Hybrid Intelligent System for Adaptive Project Scheduling Using Machine Learning, Simulation, and Deep Reinforcement Learning I TALKAM, I HAMZANE, A BELANGOUR
A built-in criteria analysis for best IT governance framework HIB Abdessamad
TOWARD AN ITIL META-MODEL I Hamzane, A Belangour, M Azouazi QUINZIÈME JOURNÉE DE MATHÉMATIQUES ET APPLICATIONS JMA17, 82 , 0
INDUSTRY EXPERIENCE
Project Manager;
Scrum Master;
SOCIAL, ECONOMIC, or ACADEMIC BENEFITS
CouchSurfing member (Casablanca)
Actif Member of Maroc Photo association
