Staff Directory


Asmarani Binti Ahmad Puzi

Academic Qualifications

  • Doctor of Philosophy (Engineering) - Doctor of Philosophy, International Islamic University Malaysia
  • Master of Environmental Engineering - Masters Degree, Universiti Putra Malaysia (UPM)
  • Bachelor of Engineering (Mechatronics)(Honours) - Bachelor Degree, International Islamic University Malaysia
  • - MALAYSIAN UNIVERSITY ENGLISH TEST (MUET),

Asmarani Binti Ahmad Puzi (Dr.)

Assistant Professor
IIUM Gombak Campus

KULLIYYAH OF INFORMATION AND COMMUNICATION TECHNOLOGY


asmarani@iium.edu.my
5676


Area of Specialisation


  • Engineering Tech ~ Engineering And Technology ~ Biomedical Engineering ~ Other Biomedical Engineering n.e.c.


Teaching Responsibilities


COMPUTER NETWORKING 2023/2024
DATA STRUCTURES AND ALGORITHMS II 2021/2022
Digital & Embedded Systems 2024/2025
DIGITAL SYSTEMS FUNDAMENTAL 2024/2025 2023/2024 2022/2023 2021/2022
Discrete Structures 2025/2026
FINAL YEAR PROJECT I 2021/2022
Introduction to Computer Organisation 2025/2026
INTRODUCTION TO COMPUTER ORGANIZATION 2022/2023 2021/2022
MATHEMATICS FOR COMPUTING I 2023/2024 2022/2023 2021/2022
MATHEMATICS FOR COMPUTING II 2024/2025
USRAH IN ACTION 1 2023/2024
USRAH IN ACTION 2 2023/2024


Supervision


Diabetes Predictions Across Diverse Age Groups Using Triangulation Of Qalitative, Quatitative And Coputational Methods For Machine Learning.
Ph.D In Progress Co-supervisor
Novel Nonlinear Chains Models For Consensus Problem In Wireless Sensors Network.
Ph.D In Progress Co-supervisor
A Machine Learning Based Approach For Quantifying Muscle Spasticity Level In Neurological Disorder Patients .
Master Completed 2025 Main Supervisor
A Deep Learning-Based Calibrated Hand Gesture Recognition Model For Rehabilitation Internet-Of-Things (Riot) Using Mediapipe.
Master In Progress Co-supervisor
Computational Approaches For Evaluating The Rehabilitation Internet Of Things (Riot) In Post-Stroke Patients.
Master In Progress Co-supervisor


Research Projects


Completed
2024 - 2025 Qura 3.0: Quranic Digitalisation Ecosystem for Sustainable Ummah Kg Sg. Kertas
2022 - 2025 Vision-based vehicle detection using Deep Learning
On-Going
2025 - Present ENHANCED MENTAL HEALTH INTERVENTION USING EEG-BASED EMOTION DETECTION
2025 - Present A Value-Based Artificial Intelligence Learning Courseware: Integrating Islamic Faith and Technology for Schools in Perlis
2024 - Present Design and development of Arabic language multimedia learning application for Islamic schools in Perlis.
2023 - Present Formulation of Associating 4D Skeletal-based Hand Gesture Recognition with Hand Rehabilitation Scoring of Stroke Patient for Rehabilitation Internet-of-Things (RIOT)
2022 - Present Formulation of Transfer Learning to Muscle Spasticity Characteristics Model for Quantifying the Clinical Assessment of Neurological Disorder Patients.


Publications


Articles

2025 Design and implementation of a deep learning based hand gesture recognition system for Rehabilitation Internet-Of-Things (RIOT) environments using MediaPipe. IIUM Engineering Journal, 26 (1) pp. 353-372
2025 Investigation of convolutional neural network model for vehicle classification in smart city. International Journal of Advanced Computer Science and Applications, 16 (4) pp. 905-911
2025 Vision-based vehicle classification for smart city. APTISI Transactions on Technopreneurship, 7 (2) pp. 441-453
2025 Vision-based vehicle classification using deep learning model. International Journal of Advanced Computer Science and Applications, 16 (6) pp. 567-573
2024 Calibrating hand gesture recognition for stroke Rehabilitation Internet-of-Things (RIOT) using MediaPipe in smart healthcare systems. International Journal of Advanced Computer Science and Applications, 15 (7) pp. 568-583
2024 Investigation of deep learning model for vehicle classification. Journal of Advanced Research in Applied Sciences and Engineering Technology, 62 (2) pp. 66-76
2024 Leveraging mechanomyography signal for quantitative muscle spasticity assessment of upper limb in neurological disorders using machine learning. International Journal of Advanced Computer Science and Applications (IJACSA), 15 (8) pp. 991-1002
2024 Mechanomyography in assessing muscle spasticity: a systematic literature review. Journal Of Mechatronics And Intelligent Manufacturing (Mekatronika), 6 (1) pp. 92-103
2024 Selective of IoT applications for water quality monitoring in Malaysia. International Journal on Perceptive and Cognitive Computing (IJPCC), 10 (2) pp. 8-16
2023 Evaluating the effectiveness of machine learning and computer vision techniques for the early detection of maize plant disease. Malaysian Journal of Science and Advanced Technology, 3 (3) pp. 166-178
2023 KICT walk 2023: recharge and reconnect. KICT Newsletter, 2023 (8) pp. 3-3
2023 Voice of autism – autism acceptance. KICT Newsletter, 2023 (3) pp. 1-4
2022 Modelling a Smart Parking Management System (SPMS) based on integrated IoT. Multidisciplinary Applied Research and Innovation (MARI), 3 (4) pp. 72-81
2022 Social distancing monitoring system using deep learning. Knowledge Engineering and Data Science (KEDS), 5 (1) pp. 17-26
Conference or Workshop Items

2024 Recent studies of human limbs rehabilitation using mechanomyography signal: a survey. In: Innovative Manufacturing, Mechatronics and Manufacturing Forum 2023 (iM3F 2023),
2022 Analysis and design of low power consumption 8T and 10T full adder CMOS technology. In: 2022 IEEE 13th Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON),
2022 Design of mobile application for SME business sustainability during post Covid-19. In: 2022 International Visualization, Informatics and Technology Conference (IVIT),
2022 Machine learning facemask detection models for COVID-19. In: 2022 IEEE International Conference on Semiconductor Electronics (ICSE),
Books

2025 International Grand Invention, Innovation and Design Expo (IGIIDeation) 2025. KICT Publishing, ISBN:
2023 mKitchen™ towards Masyarakat Madani. mKitchen KICT IIUM, ISBN: 9789672656999
2023 Rumah Makan mKitchen for Free Food Distribution. mKitchen, KICT IIUM, ISBN: 978-967-26569-8-2
2022 Batch 3 IIUM mkitchen students. mKitchen, ISBN: 978-967-26569-6-
2022 Budi Ramadan mKitchen IIUM students. mKitchen KICT, ISBN: 978-967-26569-4-4
2022 Empowered batch 3 IIUM mkitchen students. mKitchen, ISBN: 978-967-26569-7-5
2022 MKitchen IIUM students integrate food with budi sejahtera. mKitchen Kulliyyah of Information and Communication Technology (KICT), ISBN: 978-967-26569-3-7
2022 MKitchen training and development. Mkitchen, KICT IIUM Gombak, ISBN: 978-967-26569-2-0
2022 Readings on Sejahtera MKitchen Entrepreneurship. mKitchen KICT IIUM, ISBN: 978-967-26569-5-1
Book Sections

2024 Rumah Makan Mkitchen: a beacon of hope. In: Society for the Promotion of Sustainable Development Goals, ISBN: 978-629-99765-3-0, pp. 196-203
2024 Towards an enterprise architecture for healthcare system and information technology: state of the art and future trends. In: Springer Nature, ISBN: 978-3-031-63325-6, pp. 49-58
2023 Real-time hand tracking and gesture analysis for virtual rehabilitation monitoring system. In: Universiti Teknologi MARA (UiTM) Cawangan Pahang, ISBN: , pp. 20-28