/ teaching & mentorship
Courses, supervision and open learning.
Undergraduate and postgraduate courses at FTSM, postgraduate researchers under supervision, and open-access materials anyone can learn from.
Courses
Currently teaching · 5
TTTC6544
Advanced Artificial Intelligence
Postgraduate · MSc / PhD
Companion lab tools
L6 · Simulated Annealing & Great DelugeSession hub: lecture slides, an Emulation Arena to race SA against GD, a comparison deck, and the class checkpoints.The Fuzzy Logic PlaygroundFuzzify the weather, fire the rules, defuzzify to one crisp driving speed — then watch the car go.Synapse Lab — Feel a Neuron ThinkToggle the inputs and watch a 2-2-1 hidden-layer network solve the XOR a single neuron can't.TTTK1153
Computer Organization and Architecture
Undergraduate · All
Companion lab tools
Tutorial 1 · Introduction to Computer SystemsGuided practice on core concepts, number systems, and the CPU and software layers — with hints, then a protected submission file.Tutorial 2 · Central Processing UnitRegisters, the instruction cycle and ISA, CPU performance, then parallelism and cache — guided, with a protected submission file.Tutorial 3 · Memory and Storage SystemsMemory basics, RAM, ROM and cache, disks and RAID, then flash, optical, cloud and error handling — guided, with a protected submission file.Tutorial 4 · Input/Output Systems and InterconnectionI/O basics, I/O techniques and interrupts, buses, then channels and interconnects — guided, with a protected submission file.TTTK2313
Artificial Intelligence
Undergraduate · All
Companion lab tools
M2 · Generative AI & Its Impact on SocietyTokens, attention, diffusion, reasoning models and agents — then the hard part: how we measure them and what they change.Lab 2 · Introduction to Prolog & SyntaxFacts, rules and queries on a Malaysian family knowledge base — then unification, recursion and lists, with the demo .pl ready to consult.TTTM6124
Advanced Research Method in Computing
Postgraduate · MSc / PhD
TTTT1221
Digital Innovation
Undergraduate · All
Previously taught · 5
TTTH2213
3D Modelling
Undergraduate · BSc Multimedia
TTTR1333
Discrete Mathematics
Undergraduate · All
TTTR3153
System Simulation and Modeling
Undergraduate · BSc Multimedia
TTTT1713
Probabilities and Statistics
Undergraduate · All
TTTT1964
Database
Undergraduate · All
Postgraduate supervision
Ongoing researchers
Saadeddin Ali Mohammad Hroub
Swarm-Based-Enhanced Hyperparameter Optimization for Optimizing Random Forest Models in Surgical Operation Patient Prioritization
Yu Xiong
Modeling Of Discrete Chaotic Maps with Enhanced Dynamical Properties and Their Application in Image Encryption
Wang Yuting
Large-Scale Differential Evolution Algorithm Based on Short-Board Dimension Identification and Improvement with Applications to Flexible Job Shop Scheduling
Najwa binti Abd Ghafar
A Cognitive Augmented Reality Learning Model Integrating Multimodal Interaction and Gamification to Enhance Long-Term Memory Retention
Marwan Ghazwan Mitab Al Zuhairi
SHAP Analysis in Metaheuristic Multimodal Features Selection for Disease Progress Prediction
Wirawati Dewi binti Ahmad
Algoritma Kawanan Kucing Pasir Berasaskan Hiperbolik Untuk Masalah Pengoptimuman Pelbagai Objektif Penjadualan Kerja Fleksibel
Omar Hammad Jasim
Deep Learning for Misinformation Detection on Big Data in Arabic language
Md All Moon Tasir
Hybrid CNN-Transformer-Mamba Architecture for Interpretable Historical Place Image Classification
Syed Sohaib Ali Shah
PROTO-MOE: Prototype-Guided Sparse MoE for Efficient Multimodal Federated Fall Detection on Edge Devices
Halimaton Saadiah binti Sadon
Model Pembelajaran Multimodal Adaptif Berteras Keputusan bagi Pengoptimuman Pembelajaran Pelajar Pekak TVET
Waseem Mishaal Hamdoon
An Integrated Explainable AI (XAI) Framework for Urban Air Quality Early Warning: Leveraging Multi Source Environmental and Meteorological Data
Nur Niswah Hasina binti Mohammad Amin
Rangka Kerja Kolaboratif Manusia dan Kecerdasan Buatan dalam Pembelajaran Berasaskan Pemikiran Kreatif
Graduated
Haziqah binti Shamsudin
Integration of FINCH Autoencoder Xgboost (AE-Xgb) in Boost epsilon-Greedy Policy Deep Q-Learning in Classifying Highly Imbalanced with High Complexity of Data
Now: Senior Lecturer, School of Computer Science, Faculty of Innovation & Technology, Taylor's University
Nur Izzati binti Abd Kader
Hidden Markov Model with Recurrent Neural Network-based Approach in Determining The Impact of Climate Change to Depression in Malaysia
Now: Senior Lecturer, College of Computing & Informatics (CCI), Universiti Tenaga Nasional (UNITEN)
Training & workshops
Hands-on AI training beyond the lecture hall — for police officers, hospital staff, corporate teams, faculties, libraries and visiting cohorts. See the trainer CV →
Coming up
3–5 Nov 2026 · workshop
Workshop Speaker — MCAIT 2026
Taibah University, Madinah (with UKM)
10–12 Nov 2026 · course
LLM Engineering: From Setup to Production Systems (Series 1)
Malaysian Armed Forces
16–18 Nov 2026 · workshop
AI Research Workshop: Applying AI in Social-Science Research
Management Division, Federal Territory of Kuala Lumpur & Putrajaya Health Department
19–20 Nov 2026 · workshop
Boosting Your Research with AI: Tools, Techniques & Best Practices
UKM Library (PTSL)
25 Nov 2026 · workshop
AI-Guided Office Productivity Transformation, Series 2
Hospital Canselor Tuanku Muhriz (HCTM) UKM
Delivered · newest first
31 Oct 2026 · workshop
AI-Powered Prototyping: Supercharge Your MVP (FTSM Technopreneurship Bootcamp 2026, Tasik Chini)
Faculty of Information Science & Technology, UKM · Student innovators & startup teams
22 Oct 2026 · talk
Application of AI in Clinical Research: Dos and Don'ts
Dept. of Obstetrics & Gynaecology, Faculty of Medicine / HCTM · Clinicians & researchers
21 Oct 2026 · talk
Scientific Communication Using AI (NNND6673 Research Communication Skill)
Master of Clinical Nutrition, Faculty of Health Sciences, UKM · Clinical-nutrition postgraduates
20 Oct 2026 · workshop
AI for Literature Review Writing
FSSK Research Secretariat & UKM Library · Researchers & postgraduates
19 Oct 2026 · workshop
CAIT Strategic Grant Preparatory Workshop — Winning the Sumitomo Foundation Research Grant (AI-assisted grant kit)
Center for AI Technology (CAIT), FTSM, UKM · FTSM lecturers
15 Oct 2026 · talk
The Evolution of AI: From Expert Systems to Agentic AI (Evolusi AI: Dari Sistem Pakar ke Agentic AI)
Minggu Digital UKM 2026, Digital Technology Centre (DigitalUKM) · Public servants, academics, students & technical staff
1 Oct 2026 · keynote
Keynote — Learning to Learn with AI: Meta-Learning Skills for the Aspirational University
kNovasi 2026 (UKM teaching-innovation congress) · Higher-education educators
28–29 Sep 2026 · workshop
AI-Assisted Academic Writing for Journal Publication: From Manuscript to Submission
STEM Enculturation Research Centre, Faculty of Education, UKM · Academics
27 Sep 2026 · talk
AI in Health Science Research & AI Tools in Healthcare (2 sessions)
Malaysian Society of Radiographers (MSR) · Radiographers
All 32 sessions, with audiences and formats, in the trainer CV →
Open learning
Open-access material anyone can read, use and adapt — no sign-up, no paywall.
Kopi & Prompt — the archive
Thirty-one Friday issues of practical AI prompts written for academic staff at FTSM. Each issue takes one real teaching, research or admin headache and solves it with a specific tool, a named technique and cited evidence. Searchable, filterable, and every issue readable in full.
Thinking of a postgraduate degree?
I welcome strong PhD and Master's applicants. Open positions aligned with my active research are listed on the Research page.