Curriculum Vitae
Senior Systems & AI Engineer | Full-Stack & IoT Architect. 7+ years delivering mission-critical telematics, AI vision models, and embedded systems.
Professional Experience
Key engineering leadership roles delivering enterprise telematics, AI vision, and IoT platforms.
Project Manager & Lead Systems Engineer
Leading development of Morocco's premier enterprise fleet tracking and telematics software/hardware suite.
- Architected full-stack Transport Management System (TMS) and GPS Fleet Tracking Web App with Angular frontend, Laravel backend, and MySQL database.
- Engineered cross-platform mobile applications for Android and iOS in Flutter for real-time fleet telematics, geofencing, driver scoring, and route playback.
- Resolved complex hardware-level GPS device integration issues, CAN bus communication, firmware calibration, and sensor wiring.
- Led cross-functional software teams, scheduled sprint milestones, and supported enterprise corporate clients.
- Optimized relational database queries on large fleet telematics datasets, reducing query latency by 40%.
- Configured high-availability Linux servers with automated backup mechanisms and real-time socket connections.
- Conducted technical training programs for field technicians handling on-vehicle GPS hardware installations.
Embedded Systems & AI Project Manager
Spearheaded the engineering of an automated AI Reverse Vending Machine (RVM) for sustainable plastic and aluminum recycling.
- Designed and deployed an AI Computer Vision model (Python, OpenCV, CNN) to automatically classify plastic bottles, aluminum cans, and cups.
- Integrated motorized carousel sorting platform, compaction actuators, and touchscreen user interface on embedded Linux.
- Developed Flutter mobile applications for users to locate RVMs, accumulate recycling points, and redeem partner rewards.
- Trained deep learning classification models and optimized inference on resource-constrained embedded processors.
- Built the administrative portal in Laravel for machine health monitoring, fullness indicators, and telemetry reporting.
- Pioneered circular economy reward tokenization for corporate and municipal partners.
IT & Systems Engineer
Maintained and audited legacy server infrastructure, monitored real-time fleet telemetry sockets, and resolved backend database bottlenecks.
Research & Engineering Internships
Hands-on exploratory projects in academic and industrial laboratory environments.
Panoptic Segmentation Computer Vision
Final year research project focusing on unifying instance and semantic segmentation models for enhanced scene perception in autonomous systems. Trained CNN architectures and benchmarked validation accuracy.
Autonomous Agricultural Drone with AI
Conducted hardware and software simulation studies for autonomous crop monitoring drones. Designed vision workflows to analyze plant canopy health, vegetation indices, and optimize precision agriculture yields.
AI Touchless Painter & Gesture Mouse
Developed a desktop Python application with MediaPipe and Qt Designer allowing users to control their PC mouse cursor and draw on a virtual canvas using finger gestures detected via standard webcams.
3-Axis Stepper CNC Machine Fabrication
End of studies project at Faculty Polydisciplinary Larache: Designed mechanical chassis, motor driver schematics, and Arduino C++ firmware to execute G-Code plotting on A4 surfaces.
Education & Degrees
Formal academic background in embedded electronics, computer vision, and physics.
State Engineering Degree
Specialized in Communication Systems, Embedded Electronics & Computer Vision. Comprehensive coursework in digital signal processing, FPGA (VHDL/Verilog), microcontrollers, neural networks, and real-time systems.
Fundamental Licence in Physics (Electronics)
Extensive training in circuit theory, semiconductor physics, mathematics, analog/digital electronics, and scientific computation.
Specialized Technician Diploma in IT Development
Practical software engineering curriculum covering relational database design, object-oriented programming (C#, Java, C++), web development, and algorithms.
Baccalaureate in Experimental Sciences (Physics)
Certifications & Specializations
Officially accredited specializations and certifications in Machine Learning, Computer Vision, Cloud, Mathematics, and Enterprise Databases.
Visual Perception for Self-Driving Cars
Advanced 3D environment perception, LiDAR and camera sensor fusion, semantic segmentation, and object tracking for self-driving vehicles.
AWS Machine Learning
Production ML pipeline engineering, SageMaker model training & deployment, hyperparameter optimization, and cloud vision models.
Computer Vision [Advanced]
Convolutional neural networks (CNNs), feature map extraction, transfer learning, data augmentation, and modern computer vision architectures.
Python Programming
Advanced Python engineering, data structures, algorithm optimization, numerical manipulation with NumPy & Pandas, and clean OOP design.
Computer Vision Basics
Foundational image processing techniques: spatial filtering, 2D convolution, edge detection, Hough transform, and image geometry.
Data Science Math Skills
Core mathematical foundations underpinning data science, machine learning, and statistical algorithms: linear algebra, calculus, and probability theory.
Programming with MATLAB
Matrix computations, advanced scientific data visualization, algorithmic problem solving, and digital signal modeling in MATLAB.
Mindshift: Break Through Obstacles
Cognitive learning strategies, neuroplasticity, career adaptability, deep learning skills, and overcoming complex intellectual challenges.
Querying Microsoft SQL Server
Official Microsoft certification validating mastery in relational database architecture, complex T-SQL queries, indexing, and data integrity.
Languages
Arabic
Native Proficiency
Mother tongue
French
Fluent / Bilingual
Full professional & engineering proficiency
English
Fluent / Professional
International collaboration & technical research
