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Lim Chia Yean, Ts. Dr.

  •    LCY.jpg 

  • SENIOR Lecturer

    Email : This email address is being protected from spambots. You need JavaScript enabled to view it.

    Tel : +604 653 2156
    Fax : +604 653 3335
    Room : 623

    School of Computer Sciences, Universiti Sains Malaysia, 11800 USM, Pulau Pinang

    Research Cluster

    Service Computing


  • Research Interest

    Software quality, Software usability evaluation, Information and knowledge acquisition, Data Analytics, E-learning

    Specialization

    Software Engineering, Information System, Data Analytics

Qualifications

PhD in Computer Science, Universiti Sains Malaysia, Malaysia

Master of Arts in Management Studies, University of Hertfordshire, UK

Bachelor of Computer Science (Hons), Universiti Sains Malaysia, Malaysia

Certification:

HRD Corp Accredited Trainer (Trainer ID: 20117)

Certified Professional Trainer, Human Resources Development Fund (HRDF), Ministry of Human Resources Malaysia (Credential ID: TTT/14450)

MBOT Professional Technologist (PT25070117) & Graduate Technologist (GT24045003)

TRIZ Level  1 Instructor

TRIZ Level  1 & 2 Practitioner

Certified Content Creator for Mydigital Educator@MOHE Program

Interests

Software quality, Software evaluation, Information and knowledge acquisition, Data Analytics, E-Commerce, E-learning

Grants & Projects

Project Leader: USM RUTeam Grant. Title: AI-Based Multimodal Behavioural Biometrics Authentication and Real-Time Trust Scoring for Fraud Prevention in Mobile Digital Banking, 1 November 2025 - 31 October 2028. 

Co-Researcher: MOHE TRGS-SF. Title: Advancing Higher Education as a Field of Study: Retrospective, Current Status and Prospects in Malaysia, 1 December 2024 - 31 August 2025.

Co-Researcher: USM RUI Khas. Title: Fundamental of Nonparametric Generally Weighted Moving Average Chart using Moving Sign based on Repetitive Sampling For Sustainable Manufacturing, 1 December 2024 - 30 November 2026.

Project Leader: USM Short Term Grant. Title: The Usability Evaluation Framework for Malaysia Higher Education Institution’s Learning Management System (LMS), July 2023-June 2025.

Project member:  USM RUTeam Grant, Title: Design and Adaptation of Digital Technologies to Deliver an Evidence-, Needs-based Health Care Services System for Ageing Malaysian (ENHance-M) Using A Gig Economy, 2023-2024.

Co-Researcher: UTAR Research Fund, Title:  Determinants of e-Commerce Continuance Intention among SMEs in West Malaysia: A Partial Least Squares Method, 2017-2018.

Co-Researcher: CREST-USM, Title: A Methodology for Reducing Test Time over the Product Lifecycle using Tune-up and Optimization Techniques, 2013-2015.

Co-Researcher: Technopreneurs Association of Malaysia (TeAM) Cloud Computing Project, Title: Cloud-based Customer Lifetime Value Prediction Toolset, 2010.

Publications

Visit my research profiles:

Google Scholar, Scopus, Orcid

ResearcherID: GQY-4671-2022

2026

Lim, K. H., Lim, C. Y., Achuthan, A., Wong, C. E., & Tan, V. P. S. (2026). Enhanced Usability Framework with Need-Based and Push-Based Factors for Malaysia Elderly’s Mobile Health Application. International Journal of Human–Computer Interaction, 1–15. https://doi.org/10.1080/10447318.2025.2611147

2025

Wang, Z., Lim, C.Y., znc Jia, X. (2025) Text Compression Algorithm Based on Feedback Self-Optimization Using Lightweight LLMs. Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology. 2025. doi:10.1177/18758967251375117

Yi, D., Lim, C.Y. (2025). Shopping Recommendation Based on Profiling Customers Using Face Recognition and Association Rule Mining. In: Mahmud, M., Kaiser, M.S., Kamruzzaman, J., Iftekharuddin, K., Ahad, M.A.R., Zhong, N. (eds) Applied Intelligence and Informatics. AII 2024. Communications in Computer and Information Science, vol 2607. Springer, Cham. https://doi.org/10.1007/978-3-032-04657-4_24

Hou, J., Lim, C.Y., Chen, S.Y. (2025). An Improved Random Forest Model to Predict E-commerce Retail’s Seasonal Item Order Returns. In: Bhateja, V., El Barachi, M., Azar, A.T., Sharma, D.K. (eds) Information System Design: Big Data Analytics and Data Science. ISDIA 2025. Lecture Notes in Networks and Systems, vol 1539. Springer, Singapore. https://doi.org/10.1007/978-981-96-9248-4_16

Wu, F., Lim, C.Y., Ang, S.L., and Zheng, J. (2025). Improved YOLOv8 Model for Enhanced Small-Sized Breast Mass Detection on Magnetic Resonance Imaging International Journal of Advanced Computer Science and Applications(IJACSA), 16(7), pp. 139-145. http://dx.doi.org/10.14569/IJACSA.2025.0160714

Loo, C.K.E., Lim, C.Y. and Abdullah, N.A., (2025). An Enhanced Usability Evaluation Framework for Malaysia Higher Education Institution’s Learning Management Systems. 8th International Conference on Multi-Disciplinary Research Studies and Education (ICMDRSE-2025).

Zhao, X., Teng, M. T., and Lim, C. Y. (2025). Assessing The Phillips Curve in China: An Empirical Study of Inflation and Unemployment. International Journal of Environmental Sciences, 11(16S), pp. 300-307.

Wang, R, Teng, M. T., and Lim, C. Y. (2025). A Comparative Analysis of Stock Return for Amazon and Alibaba Based on Time Series Model and Control Chart. International Journal of Environmental Sciences, vol. 11, no. 16S (2025), pp. 277-281.

Seow, W.H., Lim, C. Y., and Ang, S. L. (2025). Random Forest Model for Software Build Time Prediction on CI/CD Pipeline. Pertanika Journal of Science & Technology, 33 (2), pp. 1031 - 1048. https://doi.org/10.47836/pjst.33.2.22

2024

Loo, C.K.E., Lim, C.Y. and Abdullah, N.A., (2024). A Review of Usability Evaluation Framework for Tertiary Education Learning Management Systems. IEEE Access. 12, pp. 189941 - 189951. 10.1109/ACCESS.2024.3516000

Ding, Y. and Lim C. Y., (2024). Shopping Recommendation Based on Profiling Shopping Using Face Recognition and Association Rule Mining. 4th International Conference on Applied Intelligence and Informatics (AII 2024).

Lim, K.H., Lim, C.Y., Achuthan, A., Wong, C.E. and Tan, V.P.S., (2024). The Review of Malaysia Digital Health Service Mobile Applications' Usability Design. International Journal of Advanced Computer Science & Applications, 15(10), pp. 139-146. 10.14569/IJACSA.2024.0151016

Koh, Y. K., Lim, C. Y., Ang, S. L., Thien, L. M. (2024). Positive School Attribute with Supervised and Unsupervised Machine Learning Methods. 3rd International Conference on Informatics, Computing and Applied Mathematics.

Li, S., Lim, C.Y. and Ang, S.L., (2024). An Analysis of Technostress Factors Among Teachers in Hunan, China Through Statistical Methods and K-means Clustering. TEM Journal, 13(4), pp.3231. https://doi.org/10.18421/TEM134-57 

Wang, L., Lim, C.Y. (2024). A Quantitative Study to Explore the Factors Affecting Beijing, China Adults’ E-Hailing Services Satisfaction. Nanotechnology Perceptions, 20 (S11), pp.291-299. https://doi.org/10.62441/nano-ntp.v20iS11.1959

Lim, C. Y., Ang, S. L.,  Ang, Chan, Z.F.,  Li, S. (2024). Food Delivery Applications with Data Mining Methods: Evaluating End-Users’ Experience, Nanotechnology Perceptions, 20 (2), pp.107 – 115. DOI: https://doi.org/10.62441/nano-ntp.v20iS2.9

Pan, T. C., Lim, C. Y., (2024). The Exploration and Analysis of Malaysia Web 3.0 Financial System’s Design Factors with Quantitative Survey and Clustering Method, Nanotechnology Perceptions, 20 (1), pp.402-415. DOI: https://doi.org/10.62441/nano-ntp.v20iS1.32

Xiao, H., Lim, C. Y., (2024). Exploration of Factors Affecting Intention to Use Software Testing Tool in Jinan, Shandong, China with Quantitative Survey Method, Nanotechnology Perceptions, 20 (1), pp.216-230. DOI: https://doi.org/10.62441/nano-ntp.v20iS1.19

2023

Foh, W. L. W , Ang, S. L.,  Lim, C. Y. , Alaga, A. A. -L., Yeap, G. H., 2023. Prediction of Tuberculosis Patients’ Treatment Outcomes Using Multinomial Naive Bayes Algorithm and Class-Imbalanced Data,  2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET), London, United Kingdom, 2023, pp. 1-6, DOI: https://doi.org/10.1109/GlobConET56651.2023.10150132.

Khoo, C.Y.A., Ang, S.L., Lim, C.Y., Alaga, A., Foh, W.L.W. 2023. Performance of Bayesian Networks Classification Models for Tuberculosis Patient Outcome Prediction with Imbalanced Dataset. In: Shaw, R.N., Paprzycki, M., Ghosh, A. (eds) Advanced Communication and Intelligent Systems. ICACIS 2023. Communications in Computer and Information Science, vol 1920, pp. 247-258, Springer, Cham. DOI: https://doi.org/10.1007/978-3-031-45121-8_21

Shi, A., Lim, C.Y., Ang, S.L. 2023. Customer Churn Analysis for Live Stream E-Commerce Platforms by Using Decision Tree Method. In: Shaw, R.N., Paprzycki, M., Ghosh, A. (eds) Advanced Communication and Intelligent Systems. ICACIS 2023. Communications in Computer and Information Science, vol 1921, pp 168-178, Springer, Cham. DOI: https://doi.org/10.1007/978-3-031-45124-9_13

Seow, W. H., Lim, C. Y., Ang, S. L., 2023. Software Build Time Prediction on Continuous Integration/Continuous Delivery (CI/CD) Pipeline. The 11th International Conference on Multidisciplinary Research (ICMR2023).

Chan, Z.F., Lim, C. Y., Chan, S. Y. 2023. Factors Affecting Malaysian College and University Students’ Satisfaction in Using Online Food Delivery Applications. International Journal of Business and Technology Management, Vol.5, No. 3, pp. 586-600. DOI: https://doi.org/10.55057/ijbtm.2023.5.3.49

2022

Peng, A., Ang, S.L., Lim, C.Y., 2022. Automated Cryptocurrency Trading Bot Implementing DRL. Pertanika Journal of Science and Technology, Vol. 30 (4), pp. 2683 - 2705. DOI: https://doi.org/10.47836/pjst.30.4.22

2021

Teh, Z. H., Lim, C. Y., Chen, S. Y. , 2021. An Exploratory Review of Malaysian E-Commerce Merchants and Their Readiness in Adopting Business Analytics Models for Assessment of Business KPIs, 2021 IEEE 6th International Forum on Research and Technology for Society and Industry (RTSI), pp. 469-473. https://doi.org/10.1109/RTSI50628.2021.9597241

2019

Lim, C.Y., Mohanan, V., Jothi, N., Teng, W.J., 2019. A Gamified Approach to Improve Student Learning Experiences on Blackboard Learn, Blackboard Teaching and Learning Conference (TLC 2019), Korea.

Lim, C.Y., Mohanan, V., Jothi, N., Teng, W.J., 2019. Gamifying a Computing Program to Encourage Student Engagement, 1ST International Conference on STEM Education (iSTEM 2019), USM, Penang, Malaysia.

2017

Abhari, S., Jalali*, A., Jaafar, M., & Lim, C.Y. (2017). Customers’ Acceptance Level Of Smart Restaurant Services In Penang. In P. A. J. Wahid, P. I. D. A. Aziz Abdul Samad, P. D. S. Sheikh Ahmad, & A. P. D. P. Pujinda (Eds.), Carving The Future Built Environment: Environmental, Economic And Social Resilience, vol 2. European Proceedings of Multidisciplinary Sciences (pp. 490-501). Future Academy. https://doi.org/10.15405/epms.2019.12.48

2016

Lim C.Y., Khader A.T. 2016. A Triad-based Contextualisation Approach for Better Critical Issues' Decision Making Support. ARPN Journal of Engineering and Applied Sciences, vol. 11 (22), pp. 13129 - 13134.

Lim C.Y., Arshad, M.R.M, 2016. A Triad-Based Contextualisation Approach for Understanding of a Critical Issue in a Government Investment Agency, IEEJ Transactions on Electronics, Information and Systems, vol. 136 (12), pp.1753-1758.

2015

Lim C.Y., Arshad, M.R.M, 2015. A Triad-Based Contextualisation Approach for Better Understanding a Critical Issue, Asian Conference on Information Systems (ACIS2015). 

2013

Lim, C.Y., Khoo, V.K.T., Belaton, B,  2013. Verification Mechanism for Online Responses in Criteria Prioritization, Applied Mechanics and Materials, vol. 275-277, pp. 2555–2559.

2012

Lim, C.Y., Khoo, V.K.T., Belaton, B.,  2012. A Methodology for Deliberating Prediction Criteria. Applied Mechanics and Materials, vol. 130-134, pp. 1758–1761.

2010

Lim. C.Y., Khoo, V.K.T. 2010. Customer Relationship Management: Computer-Assisted Tools for Customer Lifetime Value Prediction, Proceedings 2010 International Symposium on Information Technology - System Development and Application and Knowledge Society, ITSim'10, 2010, vol. 3, pp. 1180–1185.

Lim. C.Y., Khoo, V.K.T. 2010. Customer Relationship Management: Lifecycle of Predicting Customer Lifetime Value, 2nd International Conference on Computer Research and Development, ICCRD 2010, pp. 88–92.

copyright

  1. POSITIVE SCHOOL ATTRIBUTE ASSESSMENT APPLICATION, LY2024P06769, 18/10/2024
  2. ENHANCED USABILITY FRAMEWORK FOR MALAYSIA ELDERLY'S MOBILE HEALTH APPLICATION, LY2025P11441, 17/11/2025

Supervision

Master (Research Mode)

  1. Lim Kah Hao, Exploration of Usability and Need-Based Framework for ElderlyHealth Service Application. Master. 2023 (Graduated)
  2. Eric Loo Chin Keong, The Usability Evaluation Framework for Malaysia Higher Education Institution's Learning Management Systems (LMS). Master. 2023 (on-going)
  3. Hayatu Murtala, Positive School Attribute with Supervised and Unsupervised Machine Learning Methods. PhD. 2024 (on-going)
  4. Jia Xingshuai, Prediction of Thyroid Tumours with Multimodal Machine Learning by Combining Clinical Notes with Structured Electronic Health Records. PhD. 2024 (on-going)
  5. Wang Ziyue, Optimization Method for Summary Model of Public Opinion Documents. PhD. 2024 (on-going)
  6. Qing Rui, Explore the Factors and Challenges of User Feedback on Software Quality Assurance. Master. 2024 (on-going)

  7. Wang Lili, Research on Object Detection Algorithm and Key Technology Based on Deep Learning. PhD. 2025 Co-supervisor (on-going)

Master (Mix Mode)

  1. Yang Lanxiang, 2025, Detection of Poisonous Mushrooms in Natural Environments Based on YOLOv12 and CBAM Mechanism, 2025, completed.
  2. Zhang Hongwei, Corn Leaf Disease Recognition and Classification Based on the Improved YOLO11 Model, 2025, completed.
  3. Li Ziyi, Improving TransGNN with Multimodal Fusion for Enhanced Movie Recommendation, 2025, completed.
  4. Ma Ziang, Predicting Diabetes Occurrence With Hybrid Machine Learning Models, 2025, completed.
  5. Wu Feiyan, Improved Yolov8 for Enhanced Small-Sized Breast Mass Detection on Magnetic Resonance Imaging (MRI), 2024, completed.
  6. Du Xiangxian, Fine-Grained Recognition of Food Images Based on Improved Yolov8 Model, 2024, completed.
  7. Li Yiqi, Enhance Employee Turnover Prediction: Natural Language Processing and Time-Series Analysis Based on Machine Learning, 2024, completed.
  8. Liu Siyu, Technological Skill Training Framework for China Teachers Based on Findings of Technostress Factors, 2023, completed.
  9. Pan Tze Chern, System Design Framework for Web 3.0 Financial System, 2023, completed.
  10. XiaoHua, The Impact of Human Factors on the Software Testing Process, 2023, completed.
  11. Ding Yi, Shopping Purchase Recommendation System Based on Face Recognition and Association Rule Mining, 2023, completed.

Master (Coursework dissertation - data science/informatics/digital transformation)

  1. Chan Jun Lin, Enhancing Retirement Preparedness In Malaysia: Workforce Insights, Income Forecasting And Income Trend Analysis with a Focus on The Informal Sector, 2025, completed.
  2. Chen Wenya, Customer–Product Analytics and Sales Forecasting in a Food Trading Company, 2025, completed.
  3. Qiu Jiawei, Multimodal Student Behavior Analysis, 2025, completed.
  4. Guo Tian, Research on the Optimization of Stone Processing Equipment Manufacturing Process Based on Lean Production, 2025, completed.
  5. Rini Fransiska Ayu Sekar, Optimizing Human Resource Processes At KJRI Penang Using Lean Six Sigma - DMAIC for Digital Transformation, 2025, completed.
  6. Tan Ke Yun, Driving Operational Excellence in Garment Manufacturing through Lean Six Sigma and Digital Transformation, 2025, completed.
  7. Cao Chuanlei,  Machine Learning Based Credit Scoring Models, 2025, completed.
  8. Ch'ng Wei Aun, Machine Learning Approach for Resource Efficiency And Production: Insights at Jinko Solar Malaysia, 2025, completed.
  9. Huang Zeqian,  Research on the Model of Predicting the Risk Level of Diabetes Based on Machine Learning, 2025, completed.
  10. Sun Wenchuan, Stock Short-Term Trading Prediction Model Based on Single Model and Ensemble Model, 2025, completed.
  11. Zhang Tingting, Intelligent Prediction and Service of Xinjiang Wind Farm, 2025, completed.
  12. Guo Ziyu, Optimization Strategies to Improve Plant Processing Efficiency with Lean Techniques, 2025, completed.
  13. Xu Yinghao, Automate Daily Inspection of Coke Oven Flue by Utilizing Computer Vision, 2025, completed.
  14. Zheng Jiaxin, Machine Learning Based Model to Support Content Creators in Readers' Behavioral Patterns Recognition and Decision-Making Recommendations, 2024, completed.
  15. Hou Jiajun, Machine Learning Based Order Return Prediction, 2024, completed. 
  16. Wang, Lei, Factors Affecting Adult’s Satisfaction With E-hailing Service In China, 2024, completed.
  17. Fu, Xueying, Models For Corporate Financial Expenditure Forecasting, 2023, completed. 
  18. Shi Aoxia, Customer Churn Analysis for Live Stream E-commerce Platform, 2023, completed.
  19. Seow Wen Han, Software Build Time Prediction and Analysis, 2023, completed.

Undergraduate (Final year project)

  1. Lim Chin Feng, Chiropractor Appointment Booking System With Deep Learning Analysis, 2025, completed.
  2. Ng Wai Ling, Pet Healthcare System, 2025, completed.     
  3. Then Tai Yu, Carmate – Your Ar-Powered Car Maintenance App, 2025, completed.
  4. Chuah Mei Wai, Student Collaboration Platform, 2025, completed.
  5. Gwee Per Ming, Renovation Services Marketplace, 2025, completed. 
  6. Lee Ying Hooi, Property Management System, 2025, completed.
  7. Li, Yang, Online Wholesale Meat Purchase Website, 2025, completed.
  8. Koh Yung Kwang, Mobile-based Positive School Attribute Assessment Application, 2024, completed.
  9. Chong Yi Yin, QR code receipt for retail purchase management, 2024, completed.
  10. Cui, Saifei, Health Management System, 2024, completed.
  11. Wang, Jinwen, Movie Recommendation System for Family based on User Profiles and Collaborative Filtering, 2024, completed.
  12. Teh Wei Liang, USM ONE Apps (student campus life apps/mobile newbie system), 2024, completed.
  13. Xiao, Ruiying, Job matching recruitment system, 2024, completed.
  14. Tan Pei Yong, Pre-Loved Item Marketplace, 2024, completed.
  15. Nur Afina Binti Mohammad Nadzri, Mall Explorer, 2024, completed.
  16. Feng, Tianci, Han Kunhang, Li Haodong, Community Support System, 2023, completed.
  17. Tan Jia Hui, Tay Ming Shan, Ting Su Qi, Family Engagement System, 2023, completed.
  18. Law Xiang Yun, Nor Islahiah binti Muhammed, Siti Maryam binti Abd Halim, Student Personal Management System, 2023, completed.

Teaching

  • Foundations of Software Engineering
  • Real-time Software Engineering
  • Mobile and Game Platform-based Development
  • Systematic & Lean Innovation Management

Recognition & Leadership

Award

1. Prix Eiffel International Invention and Innovation Contest, PRIX EIFFEL 2025

  • PRIX EIFFEL 2025 Platinum Medal Award
  • Special Award by Haller Pro Inventio Foundation, Poland
  • Special Award by OFEED Inc., Morocco
  • Special Award by Korea Invention Academy (KiA)

2. 19th International Warsaw Invention Show, IWIS 2025

  • IWIS 2025 Gold Medal Award
  • IWIS 2025 Best Invention Award
  • Special Award by Innovation Initiative Co-operative Inc "The Inventors Circle" Toronto, Canada,
  • Special Award by Romanian Inventors Forum

3. The International Borneo Innovation, Exhibition & Competition (IBIEC) 2025

  • Silver Medal Award (Teaching & Learning Category)  - "A Learning Management System for Malaysia Higher Education Institutions with an Enhanced Usability Design Framework"
  • Silver Medal Award (Machine, Equipment &  Manufacturing Process Category) - "Optimization System to Improve Manufacturing Processing Efficiency with Lean Techniques"

4. Institute For Educational Research and Publication (IFERP), May 2025

  • Best Researcher Award 

5. 17th EUROINVENT 2025

  • Gold Medal Award – EUROINVENT 2025
  • Diploma of Excellence– EUROINVENT 2025
  • Special Award from the Toronto International Society of Innovation & Advanced Skills (TISIAS)
  • Special Award from the Turkish Inventors Association (TÜMMİAD)
  • Special Award from the National University of Science and Technology POLITEHNICA Bucharest, Romania

6. AcademiaFiesta@USM 2024

  • Award: Silver Award (Educhamp Challenge category)

7. 4th International Conference on Applied Intelligence and Informatics (AII 2024)

  • Best Paper Award (Second Runner up)

8. 9th International Invention Innovation Competition, iCAN 2024, Toronto, Canada.

  • Gold Medal
  • Canadian Special Award of Excellence (Inventors Circle Special Award)
  • Jury’s Choice Award

9. 7th International Conference on Multi-Disciplinary Research Studies and Education (ICMDRSE-2024), India, 2024 (International)

  • Best Paper Presentation

10. 8th Annual Edition of the International Invention Innovation Competition, ICAN 2023, Toronto, Canada

  • Gold Medal
  • Best Woman Inventor Award
  • World Invention Intellectual Property Association (WIIPA) Special Award

11. International Education Innovation Exposition (Edu@Innovate 2023) - Gold Medal

External Examiner / Assessor

  1. 2025. External Validator for SEA-TEP Research Instruments "Enhancing CER Approach, Modeling, and 3D Learning among Pre-Service and In-Service Teachers in Malaysia"
  2. 20 May 2024 - 19 May 2025, External Examiner for Veritas Education Sdn Bhd
  3. 2023-2025, External Examiner for PSDC Diploma in Information Technology, 2024, Penang Skills Development Centre.

Invited Speaker/Forum/Workshop Presenter/Guest Lecture

  1. 2024. Workshop Speaker on Intercontinental Congress on Art and Human Studies (ICAHS-2024).
  2. 2024, Guest Lecture on "Global Trends in Intelligent Manufacturing and Technology", Jinko Solar Malaysia.
  3. 2023, Invited Speaker, "Kerjaya dalam Sains Komputer", Sekolah Menengah Kebangsaan Dato Onn Butterworth, organised by Perbadanan Pembangunan Belia Pulau Pinang (PYDC),
  4. 2022, Guest Speaker at TARUMT Annual CBSIR Symposium 2022 "Building Innovation for Sustainable Industrialisation", Guest lecture title: The Impact of Business Apps Revolution to Our Daily Lives.

Research Fellow/Technical Committee/Research Panel

  1. 2024, Journal Committee, Conference on ICT For University (ICT4U 2.0)
  2. 2024, Reviewer of Malaysian Journal of Medicine & Health Sciences
  3. 2024, Reviewer of International Conference on Smart Computing, IOT, and Machine Learning (SIML) 2024
  4. 2024, Reviewer of 2024 2nd Asia Conference on Knowledge and Innovation Management  (ACKIM)
  5. 2024, Chief Judge for Pertandingan Nukleus Amalan Terbaik (NAT) 2024, Institut Pendidikan Perguruan Pulau Pinang.
  6. 2023, Reviewer of Concurrency and Computation: Practice and Experience Journal
  7. 1 January 2023 - 31 December 2023, Fellow Researcher for Makmal Inkubator Disleksia, Pusat Pengajian Pengkomputeran, UUM College of Arts and Sciences.
  8. 2023, Technical Program Committee Member for International Conference on Information and Communication Technology.
  9. 2023, Technical Program Committee Member for IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT).
  10. 2023, Research Panel for Research Seminar Pinang 2023, Institut Pendidikan Guru (IPG) Penang Campus.
  11. 2016-2018, Reviewer of IEEJ Transactions on Electronics, Information and Systems.

Consultancy & Training

  1. 1 August 2025 - 31 January 2026, Consultant for data benchmarking model, Project Title: Penilaian dan Penambahbaikan Garis Panduan Kenaikan Pangkat Staf Akademik di Universiti Awam Malaysia, Bahagian Governan IPTA, Jabatan Pendidikan Tinggi (JPT), dan Institut Penyelidikan Pendidikan Tinggi Negara, Universiti Sains Malaysia (National)
  2. 2022 - current, Business Advisor of Digital Sales and Marketing, Releaf Brewery Enterprise. 
  3. 2nd November 2022 - 31th December 2025, Consultancy Work Title: Consultancy To Develop An Inclusive Social Protection Policy System In Malaysia. Client: United Nations Development Programme Malaysia (UNDP).
  4. March 2023 - Python Beginner Training, Department of Statistics Malaysia (Penang Branch).
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