Introducing a Novel Technique for Call Graph Visualization and Design Pattern Detection through Runtime Data Profiling and Dynamic Warping
In Press, Journal Pre-proof. https://www.sciencedirect.com/science/article/pii/S0167642326000109
Lecturer and Researcher specializing in Automated & Intelligent Software Engineering. I publish in top-tier journals with a focus on evolutionary maintenance. My work formalizes the Analytical Software Engineering (ASE) paradigm, treating code as a physical signal for refactoring and design pattern detection. Additionally, I lead the development of Phonetic Trajectory Memory (PTM), a biomimetic architecture utilizing ergodic manifolds to enable infinite context memory with O(1) efficiency.
Our research strategy proceeds from the fundamental rejection of the “warehouse” orthodoxy that treats code and data as a static accumulation of discrete, linear artifacts. We redefine intelligence as the persistence of a trajectory, transmuting symbolic information and software architectures into continuous physical signals governed by the laws of motion on ergodic manifolds. By prioritizing “Analytical Software Engineering” (ASE) over traditional static analysis, we achieve a thermodynamic inversion where infinite structural complexity is folded into finite, spectral fingerprints with zero redundancy. We replace the inefficiency of literal retrieval with the act of resonance—a reconstructive process that identifies the unique topological intersection where semantic probability and geometric evidence collide to identify design patterns or recover context. Ultimately, we seek the “spectral fingerprint” of any system, driving the computational cost of state and architecture recovery toward an algorithmic vanishing point where the weight of the past is decoupled from the speed of the present.
Ph.D. in Software Engineering
2023
2025
ENSIAS, Mohammed V University, Rabat
Master in Big Data and Cloud Computing
2015
2017
Ibn Tofail University, Kénitra
Licence in Mathematics and Computer Science
2011
2015
Ibn Tofail University, Kénitra
Baccalaureate in Mathematics-B (With Honors)
2010
2011
1st Royal Military High School, Kénitra
In Press, Journal Pre-proof. https://www.sciencedirect.com/science/article/pii/S0167642326000109
vol. 13, pp. 9689-9707, 2025.
(en cours de publication). Preprint: arXiv:2505.11979.
Volume 31, Issue 48, 06 Juin 2024.