Souhail Dhouib

Full Professor | AI & Operations Research Scientist | Inventor

Sfax, TN.

About

Highly distinguished Full Professor and inventor of the 'Dhouib-Matrix' AI optimization techniques, recognized among the World's Top 2% Scientists by Stanford University and Elsevier. With over two decades of experience, I specialize in Artificial Intelligence, Operations Research, and Optimization algorithms, driving innovation in mobile robotics, combinatorial problem-solving, and business management software. My expertise encompasses advanced algorithm development, strategic project leadership, and a proven track record of impactful scientific contributions and academic leadership, positioning me to lead cutting-edge research and educational initiatives.

Work

Higher Institute of Industrial Management, University of Sfax

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Full Professor

Sfax, Sfax, Tunisia

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Summary

Full Professor specializing in AI, Operations Research, and Optimization, leading research and education initiatives at a prominent Tunisian university since 2017.

Highlights

Led advanced research and educational programs in Artificial Intelligence, Operations Research, and Optimization, contributing to academic excellence and innovation.

Mentored numerous students and researchers, fostering expertise in complex problem-solving and advanced algorithmic development.

Contributed to the global scientific community as a scientific committee member, editorial board member, and keynote speaker at international conferences.

Provided expert evaluation for research projects for organizations including the European Science Foundation and Italian Ministry of University and Research.

L'avenir informatique (Business Software Development Company)

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Analyst Programmer

Sfax, Sfax, Tunisia

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Summary

Designed and developed comprehensive business management software using 4D Development Packages, enhancing operational efficiency for diverse industry clients.

Highlights

Designed and developed business management software, payroll and human resources, and material management systems using 4D Development Packages (4D language, 4D database, 4D SQL desktop v12).

Leveraged over 20 years of industrial experience to create and deploy bespoke software solutions for manufacturing, electronics, and clothing sectors.

Utilized expertise in MS-Project, SPSS, MATLAB, R Project, Python, Java, and C to integrate statistical computing and advanced programming into software solutions.

L'avenir informatique (Business Software Development Company)

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General Manager

Sfax, Sfax, Tunisia

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Summary

Directed the strategic and operational aspects of a business software development company for five years, driving market growth and product innovation.

Highlights

Directed all operational and strategic aspects of a business software development company, ensuring profitability and market positioning.

Founded two successful companies specializing in business software development, demonstrating entrepreneurial leadership and market insight.

Managed the full lifecycle of business management software development, including accounting, financial, and manufacturing systems.

Spearheaded the installation, implementation, and training of business management software for multiple national and international clients across diverse sectors.

Business Software Development Company

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Analyst Programmer in Management Information Systems

Sfax, Sfax, Tunisia

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Summary

Developed and implemented Management Information Systems to optimize business processes and data management for various business applications.

Highlights

Developed and implemented Management Information Systems to streamline business processes and enhance data management capabilities.

Contributed to the design and coding of early-stage business software applications, establishing foundational system architectures.

Applied knowledge of 4D Development Packages for effective system design and implementation within project timelines.

Volunteer

Organizing Committee Member

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International Conference on Robotics, AI and Machine Learning (ICRAML2026)

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Contributed to the strategic planning and execution of a major international conference on robotics, AI, and machine learning.

Highlights

Coordinated logistics and program development for the 2026 conference in Osaka, Japan, ensuring a seamless event experience.

Facilitated collaboration among international researchers and industry experts to curate high-impact presentations and workshops.

Conference Co-Chair

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3rd International Summit on Robotics, Artificial Intelligence & Machine Learning (ISRAI2026)

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Co-chaired a prominent international summit focused on advancements in robotics, artificial intelligence, and machine learning.

Highlights

Oversaw the scientific program and speaker selection for the 2026 summit in Frankfurt, Germany, attracting leading experts.

Ensured high-quality content and engagement for a global audience of AI/ML professionals, enhancing the summit's reputation.

Education

Faculty of Management and Economics Sciences, Sfax University

Sfax, Sfax, Tunisia
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Ph.D. Quantitative Methods (Artificial Intelligence, Operations Research, Optimization, Data Analytic, Decision Science, Logistics) Grade:

Faculty of Management and Economics Sciences, Sfax University

Sfax, Sfax, Tunisia
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Master's Degree Operations Research and Production Management Grade:

Faculty of Management and Economics Sciences, Sfax University

Sfax, Sfax, Tunisia
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Bachelor's Degree Management Information Systems Grade:

Awards

World's Top 2% Scientist in AI and Operations Research

Stanford University and Elsevier

Recognized globally for exceptional scientific contributions and influence in Artificial Intelligence and Operations Research, placing among the top 2% of scientists worldwide.

Inventor of "Dhouib-Matrix" AI Optimization Techniques

Self-attributed / Research Community

Conceived and developed a groundbreaking Artificial Intelligence optimization concept, the "Dhouib-Matrix," leading to a suite of advanced algorithms for complex problem-solving.

Publications

Optimizing the Shortest and Safety Pathways in Infectious Diseases Context via the Novel Dhouib-Matrix-SPP Method

Applied Computational Intelligence and Soft Computing

Introduced a novel Dhouib-Matrix-SPP method to optimize shortest and safest pathways in infectious disease contexts, contributing to public health logistics.

Fast Method for the Mobile Robot Path Planning Problem: The DM-SPP method

Statistics, Optimization & Information Computing

Presented the DM-SPP method as a fast and efficient solution for mobile robot path planning problems, significantly improving navigation capabilities.

Innovative Technique with Enriched Movement Directions to Plan the Trajectory for an Autonomous Mobile Robot

Science Progress

Developed an innovative technique for planning autonomous mobile robot trajectories using enriched movement directions, enhancing robotic intelligence.

Original optimal method to solve the all-pairs shortest path problem: Dhouib-matrix-ALL-SPP

Data Science and Management

Introduced the Dhouib-matrix-ALL-SPP as an original optimal method for solving the all-pairs shortest path problem with enhanced efficiency.

Languages

Arabic

English

French

Skills

Artificial Intelligence & Machine Learning

Artificial Intelligence, Machine Learning, Optimization Algorithms, Dhouib-Matrix, Mobile Robotics, Path Planning, Deep Learning, Image Processing, Cognitive Robotics, Metaheuristics, Heuristics, Algorithmic Development.

Operations Research & Quantitative Methods

Operations Research, Optimization, Quantitative Methods, Decision Science, Data Analytics, Combinatorial Problems, Shortest Path Problems, Assignment Problems, Traveling Salesman Problem, Supply Chain Management, Logistics, Statistical Computing.

Programming & Software Development

Python, Java, C, 4D Language, 4D Database, 4D SQL, MS-Project, SPSS, MATLAB, R Project, Business Software Development, Enterprise Resource Planning (ERP), Business Intelligence Systems, Software Implementation.

Academic & Research Leadership

Scientific Research, Academic Leadership, Teaching, Mentoring, Expert Evaluation, Conference Organization, Scientific Committee Membership, Editorial Board Membership, Keynote Speaking, Grant Acquisition, Research Network Management.

Business Management & Consulting

General Management, Strategic Planning, Business Consulting, Financial Management, Process Optimization, Stakeholder Management, Project Coordination, Problem Solving, Team Leadership.

Projects

Fastest Algorithms for Mobile Robot Path Planning (DM-SPP, DM-SPP-24)

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Summary

Designed and developed highly efficient algorithms to plan the shortest path for autonomous mobile robots, enhancing navigation capabilities.

Novel Metaheuristics for Combinatorial Problem Optimization (DM3, DM4)

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Summary

Designed and developed novel metaheuristics to optimize complex combinatorial real-world problems across various domains.

Innovative Optimal Method for Shortest Spanning Tree (DM-MSTP)

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Summary

Designed and developed an innovative optimal method to generate the shortest spanning tree for networks, improving network design efficiency.

Original Heuristics and Optimal Methods for Complex Problems (DM-TSP1, DM-TP1, DM-ALL-SPP)

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Summary

Designed and developed original heuristics and innovative optimal methods for problems like Traveling Salesman and All-Pairs Shortest Path.

New Optimization Algorithm for Unbalanced Assignment Problems (DM-AP2)

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Summary

Designed and developed a new optimization algorithm for unbalanced assignment problems, improving resource allocation.