Question
Define a focused, meaningful problem and understand the technical context around it.
Teaching & supervision
Teaching and supervision
I mentor students at the point where computing theory meets applied research—helping them frame strong questions, build sound systems and communicate their results with confidence.
Approach
Research-led teaching
My supervision connects machine learning, networks and intelligent systems to practical challenges. Projects are structured around clear evidence, reproducible methods and responsible technology design.
Build
Design and evaluate a method with appropriate data, tools and experimental discipline.
Communicate
Present decisions, evidence and limitations clearly to both technical and wider audiences.
Courses
Teaching portfolio
Undergraduate teaching across programming, discrete mathematics, research practice, web development, information theory and cryptography.
Kuwait University
- Computer Programming
- Discrete Structures
- Academic Research in Computer Science
- Full-Stack Web Development
- Information Theory and Cryptography
Gulf University for Science and Technology
- Discrete Structures
- Programming Language Paradigms
- Object-Oriented Programming in Java
- Programming in Python
- Application Development
- Fundamentals of Web Design
Research mentorship
Master’s supervision
Current MSc supervision spanning trajectory prediction, UAV imagery, intelligent traffic control and real-time network optimization.
UAV Imagery Labelling: Solutions and Challenges
Abeer Alsafran · MSc · Supervisor
Machine Learning-Based Real-Time Traffic Classification for QoS Optimization in Software-Defined Networks
Batoul Salman · MSc · Co-supervisor
Smart Traffic Lights Control System
Ahlam Abousidou · MSc · Supervisor
Short-Term Vehicle Trajectory Prediction Using GPS Data
Kholoud Almutairi · MSc · Supervisor
MSc Research Project
Fatemah Salem Saket · Co-supervisor · Topic in development
International collaboration
International graduate co-supervision
Graduate research co-supervision with the University of Ottawa’s PARADISE Research Laboratory.
Hongfan Mu
Traffic-flow forecasting with deep spatio-temporal models.
Alireza Najafi
Radar-based perception for autonomous driving in adverse conditions.
Omar Sebri
Fair and efficient dynamic vehicle routing.
Applied learning
Undergraduate research and capstone projects
Undergraduate research supervision and selected 2025–2026 capstones, including collaborations with Zain Kuwait and Warba Bank.
UAV Imagery Classification Techniques
Ahmed Jlidi · Supervisor
INERTIA — BCM Department System
In collaboration with Zain Kuwait
HyperLocal IoT for SMEs
In collaboration with Zain Kuwait
Krino
In collaboration with Warba Bank
AL-Motarjim
Student capstone project
Zain ReVerse
In collaboration with Zain Kuwait
TruePick
In collaboration with Warba Bank
Prospective graduate student with a strong fit in mobility, networks or applied machine learning? Introduce your research interests.