Curriculum Vitae

DR. ELAYARAJA A/L ARUCHUNAN

Senior Lecturer
  • Department of Decision Science
    Faculty of Business and Economics
  • elayarajah
  • 03-79673650

BIOGRAPHY

Dr. Elayaraja Aruchunan is a distinguished scholar, researcher, and industry expert specializing in data science for ESG (Environmental, Social, and Governance), applied machine learning, and computational analytics. With over 18 years of experience, he has made groundbreaking contributions to numerical analysis, computational applied statistics, and big data analytics, earning a reputation as a thought leader in the field.

His academic journey commenced in 2008 at Curtin University Malaysia, where his exceptional research led to the prestigious Australian Government Scholarship in 2012, enabling him to pursue a PhD at Curtin University, Australia. Successfully completing his doctorate in 2018, Dr. Aruchunan continued his tenure at Curtin until 2020 before joining Universiti Malaya, where he currently serves as a senior lecturer in the Department of Decision Science, Faculty of Business and Economics. His work focuses on ESG data science, decision analytics, and AI-driven sustainability solutions, positioning him at the forefront of transformative research in these areas.

Dr. Aruchunan’s expertise extends beyond academia into real-world problem-solving through advanced machine learning and deep learning applications. His research is dedicated to developing innovative algorithms and methodologies that address complex challenges in big data analytics, predictive modeling, and applied mathematics. His prolific contributions are widely recognized, with numerous high-impact journal publications, conference presentations, and research projects funded by national and international bodies.

A passionate educator, Dr. Aruchunan is also an accredited HRD Corp trainer, conducting specialized training programs for government agencies and industry professionals. His training focuses on big data, data science, machine learning, and deep learning, equipping participants with cutting-edge skills in Python applications, data mining, and applied AI. His programs are meticulously designed to bridge academic theory and industry applications, empowering professionals with practical expertise in the evolving digital landscape.

Beyond research and training, Dr. Aruchunan is committed to STEM education outreach and academic collaboration, mentoring postgraduate scholars, and engaging in knowledge-sharing initiatives with both local and international researchers. He is an active member of several esteemed professional bodies, including IEEE, PERSAMA, IAENG, and IACSIT, reinforcing his influence in the global data science community.

In recognition of his outstanding contributions, Dr. Aruchunan was appointed to the prestigious Young Scientist Network by the Academy of Sciences Malaysia, a testament to his leadership in scientific research and his dedication to advancing Malaysia’s research capabilities.

With an unwavering commitment to data-driven innovation, education, and sustainability, Dr. Elayaraja Aruchunan continues to shape the future of ESG analytics, AI-driven decision-making, and applied machine learning, leaving a profound impact on academia, industry, and society.

AREAS OF EXPERTISE

  • NUMERICAL ANALYSIS
    Formal Sciences, Mathematical Sciences, Applied Mathematics
  • DEEP LEARNING FOR MACHINE LEARNING
    Applied Science And Technology, Information And Communication Technology (ict), Artificial Intelligence And Machine Learning
  • DATA SCIENCE PROGRAMMING AND COMPUTING
    Applied Science And Technology, Information And Communication Technology (ict), Data And Information Management And Analytics
  • CLIMATE CHANGE
    Environment Sustainability, Conservation And Replacement
  • AGRICULTURAL SECTOR REFORM
    Economic Empowerment, Economic Stability

ACADEMIC QUALIFICATION

  • Ph.D (Mathematics and Statistics) (2018), (STATISTICS)
    Curtin University, Australia
  • MSc (Mathematics) (2013), (Mathematics)
    Universiti Malaysia Sabah (Ums)
  • BSc (Hons) (Mathematics with Economics), (Mathematics With Economics)
    Universiti Malaysia Sabah (Ums)

ADMINISTRATIVE DUTIES

  • Deputy Head
    04 Jul 2023 - 02 Dec 2039 (University Malaya)
  • Committee Members
    01 Jan 2024 - 02 Dec 2039 (Department of Physics, Faculty of Science)
  • Chairman
    03 Jun 2021 - present (Faculty)
  • Committee Members
    01 Jan 2023 - 31 Dec 2024 (University Malaya)
  • Timetable Coordinator
    01 Jan 2021 - 31 Dec 2023 (Department)
  • Committee Members
    01 Jan 2023 - 31 Dec 2023 (Institute of Mathematical Sciences, Faculty of Science)
  • Committee Members
    08 Aug 2023 - 10 Aug 2023 (University Malaya)
  • Coordinator
    09 Sep 2021 - 31 Dec 2022 (Institute of Mathematical Sciences, Faculty of Science)
  • Manager
    16 Dec 2020 - 15 Dec 2022 (Institute of Mathematical Sciences, Faculty of Science)

MEMBERSHIPS

  • ASSOCIATE EDITOR OF AFRICAN JOURNAL OF SCIENCE, TECHNOLOGY, INNOVATION AND DEVELOPMENT, ASSOCIATE EDITOR
    Since 2025 (International)
  • AFFILIATE MEMBER OF YOUNG SCIENTIST NETWORK - ACADEMY OF SCIENCES MALAYSIA (YSN-ASM), MEMBER
    2024 to 2025 (National)
  • LIFE MEMBER OF PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA), MEMBER
    Since 2023 (National)
  • EDITORIAL BOARD MEMBER OF MODERN INTELLIGENT TIMES, BOARD MEMBER
    2022 to present (International)
  • ACADEMIC EDITOR OF ASIAN JOURNAL OF PROBABILITY AND STATISTICS, MEMBER
    2022 to present (International)
  • INTERNATIONAL ASSOCIATION OF ENGINEERS (IAENG), MEMBER
    Since 2010 (International)
  • INTERNATIONAL ASSOCIATION OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (IACSIT), MEMBER
    Since 2010 (International)
  • PERSATUAN SAINS MATEMATIK MALAYSIA (PERSAMA), MEMBER
    2021 to 2022 (National)

AWARD AND STEWARDSHIP

  • Production Calculator V1.0
    2025, Innovation Excellence Ventures,  (National)
  • Production Calculator Pro V1.0
    2025, Malaysia Innovation, Invention and Creativity Association,  (International)
  • Certificate of Excellence in Reviewing
    2025, Asian Research Journal of Mathematics,  (International)
  • Affiliate Member of Young Scientist Network - Academy of Sciences Malaysia (Ysn-Asm)
    2024, ACADEMY OF SCIENCES MALAYSIA,  (National)
  • Anugerah Khas Fakulti Tahun 2024
    2024, Faculty of Business and Economics, Universiti Malaya,  (University)
  • Certificate of Excellence in Reviewing
    2024, Asian Research Journal of Mathematics,  (International)
  • Certificate of Appreciation
    2024, Asian Journal of Probability and Statistics,  (International)
  • Best Researcher Award
    2023, VDGOOD Professional Association,  (International)
  • Certificate of Excellence in Reviewing
    2023, Asian Journal of Probability and Statistics,  (International)
  • Gold Award 8th Teaching and Learning Innovation Festival (Tlif) 2022
    2022, Universiti Teknologi PETRONAS,  (National)
  • Certificate of Excellence in Peer-Reviewing
    2022, certificate of peer-reviewing,  (International)
  • Certificate of Excellence in Reviewing
    2020, Journal of Advances in Mathematics and Computer Science,  (International)

PUBLICATIONS

Article in Journal
WoS
  1. Cheng, Cheng; Aruchunan, Elayaraja; Aziz, Muhamad Hifzhudin Noor (2025). Leveraging dynamics informed neural networks for predictive modeling of COVID-19 spread: a hybrid SEIRV-DNNs approach, SCIENTIFIC REPORTS. 15(1). doi:10.1038/s41598-025-85440-1
  2. Furuoka, Fumitaka; Gil-Alana, Luis A.; Yaya, OlaOluwa S.; Aruchunan, Elayaraja; Ogbonna, Ahamuefula E. (2024). A new fractional integration approach based on neural network nonlinearity with an application to testing unemployment hysteresis, EMPIRICAL ECONOMICS. . doi:10.1007/s00181-023-02540-5
  3. Ghapor, Adilah Abdul; Zubairi, Yong Zulina; Al Mamun, Sayed Md.; Hassan, Siti Fatimah; Aruchunan, Elayaraja; Mokhtar, Nurkhairany Amyra (2023). Identifying Multiple Outliers in Linear Functional Relationship Model Using a Robust Method, SAINS MALAYSIANA. 52(5), 1595-1606. doi:10.17576/jsm-2023-5205-20
  4. Hamid, Abdul Aziz K. Abdul; Nawi, Wan Imanul Aisyah Wan Mohamad; Lola, Muhamad Safiih; Mustafa, Wan Azani; Malik, Siti Madhihah Abdul; Zakaria, Syerrina; Aruchunan, Elayaraja; Zainuddin, Nurul Hila; Gobithaasan, R. U.; Abdullah, Mohd Tajuddin (2023). Improvement of Time Forecasting Models Using Machine Learning for Future Pandemic Applications Based on COVID-19 Data 2020-2022, DIAGNOSTICS. 13(6). doi:10.3390/diagnostics13061121
  5. Naganthran, Kohilavani; Hashim, Ishak; Nazar, Roslinda; Jalaluddin, Dian Adline; Aruchunan, Elayaraja (2023). Thermocapillarity in Cross Hybrid Nanofilm Flow Past an Unsteady Stretching Sheet, COATINGS. 13(4). doi:10.3390/coatings13040702
  6. Nawi, Wan Imanul Aisyah Wan Mohamad; Hamid, Abdul Aziz K. Abdul; Lola, Muhamad Safiih; Zakaria, Syerrina; Aruchunan, Elayaraja; Gobithaasan, R. U.; Zainuddin, Nurul Hila; Mustafa, Wan Azani; Abdullah, Mohd Lazim; Mokhtar, Nor Aieni; Abdullah, Mohd Tajuddin (2023). Developing forecasting model for future pandemic applications based on COVID-19 data 2020-2022, PLOS ONE. 18(5). doi:10.1371/journal.pone.0285407
  7. Nordin, Noor Ilanie; Mustafa, Wan Azani; Lola, Muhamad Safiih; Madi, Elissa Nadia; Kamil, Anton Abdulbasah; Nasution, Marah Doly; Hamid, Abdul Aziz K. Abdul; Zainuddin, Nurul Hila; Aruchunan, Elayaraja; Abdullah, Mohd Tajuddin (2023). Enhancing COVID-19 Classification Accuracy with a Hybrid SVM-LR Model, BIOENGINEERING-BASEL. 10(11). doi:10.3390/bioengineering10111318
  8. Zamzuki, Fatin Amira; Lola, Muhamad Safiih; Aruchunan, Elayaraja; Muthuvalu, Mohana Sundaram; Jubilee, Ribed Vianneca W.; Zainuddin, Nurul Hila; Hamid, Abdul Aziz K. Abdul; Mokhtar, Nor Aieni; Abdullah, Mohd Tajuddin (2023). Assessing the sustainability of the homestay industry for the East Coast of Malaysia using the Delphi approach, HELIYON. 9(11). doi:10.1016/j.heliyon.2023.e21433
  9. Muthuvalu, Mohana Sundaram; Aruchunan, Elayaraja; Ali, Majid Khan Majahar; Chew, Jackel Vui Lung; Sunarto, Andang; Lebelo, Ramoshweu; Sulaiman, Jumat (2022). Complexity Reduction Approach for Solving Second Kind of Fredholm Integral Equations, SYMMETRY-BASEL. 14(5). doi:10.3390/sym14051017
  10. Aruchunan, E., Chew, J. V. L., Muthuvalu, M. S., Sunarto, A., & Sulaiman, J. (2021). A Newton-Modified Weighted Arithmetic Mean Solution of Nonlinear Porous Medium Type Equations. Symmetry-Basel, 13(8), 12. doi: 10.3390/sym13081511
  11. Ping, Li; Furuoka, Fumitaka; Rasiah, Rajah; Aruchunan, Elayaraja (2021). CAN CHINA'S FOREIGN DIRECT INVESTMENT CAUSE ECONOMIC GROWTH IN ASEAN?, SINGAPORE ECONOMIC REVIEW. . doi:10.1142/S0217590821500740
  12. Sunarto, A., Agarwal, P., Sulaiman, J., Chew, J. V. L., & Aruchunan, E. (2021). Iterative method for solving one-dimensional fractional mathematical physics model via quarter-sweep and PAOR. Advances in Difference Equations, 2021(1), 12. doi: 10.1186/s13662-021-03310-2
ESCI
  1. Nawi, W., Lola, M. S., Zakariya, R., Zainuddin, N. H., Abd Hamid, A. K., Aruchunan, E., & Nazzrol, N. S. A. (2021). Improved of Forecasting Sea Surface Temperature based on Hybrid ARIMA and Support Vector Machines Models. Malaysian Journal of Fundamental and Applied Sciences, 17(5), 609-620.
Scopus
  1. Cheng C., Aruchunan E., Noor Aziz M.H. (2025). Leveraging dynamics informed neural networks for predictive modeling of COVID-19 spread: a hybrid SEIRV-DNNs approach, Scientific reports. 15(1), 2043. doi:10.1038/s41598-025-85440-1
  2. Chew J.V.L., Aruchunan E., Sunarto A. (2024). Intelligent Approximation for Climate Differential Equations, Studies in Systems, Decision and Control. 553, 203-213. doi:10.1007/978-3-031-67317-7_13
  3. Chew J.V.L., Aruchunan E., Sunarto A., Sulaiman J. (2024). Intelligent System Design for the Solutions of Nonlinear Diffusion in the Two-Dimensional Porous Medium, Intelligent Systems of Computing and Informatics. , 177-191. doi:10.1201/9781003400387-12
  4. Furuoka F., Gil-Alana L.A., Yaya O.S., Aruchunan E., Ogbonna A.E. (2024). A new fractional integration approach based on neural network nonlinearity with an application to testing unemployment hysteresis, Empirical Economics. . doi:10.1007/s00181-023-02540-5
  5. Jie S., Aruchunan E., Rahman N.A.M.A., Ali M.K.M., Ali S.M., Khalid M.A., Marimuthu J., Gardner G.E., Abdul Karim S.A. (2024). Intelligence Random Forest Application in Developing Regression Model from Lamb Carcass C-Site Fat Depth Data, Intelligent Systems of Computing and Informatics. , 133-150. doi:10.1201/9781003400387-9
  6. Jinq W.Y., Aruchunan E., Rahman N.A.M.A., Naganthran K., Muthuvalu M.S., Chew J.V.L., Marimuthu J., Gardner G.E., Abdul Karim S.A. (2024). Intelligence Predictive Model for Lamb Carcass C-Site Fat Depth Using Support Vector Machine, Intelligent Systems of Computing and Informatics. , 80-97. doi:10.1201/9781003400387-6
  7. Nadarajan D., Aruchunan E., Mohd Noor N.F. (2024). New clusterization of global seaport countries based on their DEA and FDEA network efficiency scores, PLoS ONE. 19(7). doi:10.1371/journal.pone.0305146
  8. Ng P.Y., Aruchunan E., Furuoka F., Abdul Karim S.A., Chew J.V.L., Ali M.K.M. (2024). Intelligent LASSO Regression Modelling for Seaweed Drying Analysis, Studies in Systems, Decision and Control. 553, 121-141. doi:10.1007/978-3-031-67317-7_8
  9. Yee S.C.S., Aruchunan E., Rahman N.A.M.A., Naganthran K., Ghapor A.A., Marimuthu J., Gardner G.E., Abdul Karim S.A. (2024). Intelligent Application of Partial Least Square Algorithm in Developing Model of Fat Depth Measurement, Intelligent Systems of Computing and Informatics. , 12-22. doi:10.1201/9781003400387-2
  10. Ghapor A.A., Zubairi Y.Z., Al Mamun S.M.D., Hassan S.F., Aruchunan E., Mokhtar N.A. (2023). Identifying Multiple Outliers in Linear Functional Relationship Model Using a Robust Clustering Method, Sains Malaysiana. 52(5), 1595-1606. doi:10.17576/jsm-2023-5205-20
  11. K Abdul Hamid A.A., Wan Mohamad Nawi W.I.A., Lola M.S., Mustafa W.A., Abdul Malik S.M., Zakaria S., Aruchunan E., Zainuddin N.H., Gobithaasan R.U., Abdullah M.T. (2023). Improvement of Time Forecasting Models Using Machine Learning for Future Pandemic Applications Based on COVID-19 Data 2020 2022, Diagnostics. 13(6). doi:10.3390/diagnostics13061121
  12. Naganthran K., Hashim I., Nazar R., Jalaluddin D.A., Aruchunan E. (2023). Thermocapillarity in Cross Hybrid Nanofilm Flow Past an Unsteady Stretching Sheet, Coatings. 13(4). doi:10.3390/coatings13040702
  13. Nawi W.I.A.W.M., Hamid A.A.K.A., Lola M.S., Zakaria S., Aruchunan E., Gobithaasan R.U., Zainuddin N.H., Mustafa W.A., Abdullah M.L., Mokhtar N.A., Abdullah M.T. (2023). Developing forecasting model for future pandemic applications based on COVID-19 data 2020-2022, PLoS ONE. 18(5 MAY). doi:10.1371/journal.pone.0285407
  14. Nordin N.I., Mustafa W.A., Lola M.S., Madi E.N., Kamil A.A., Nasution M.D., K. Abdul Hamid A.A., Zainuddin N.H., Aruchunan E., Abdullah M.T. (2023). Enhancing COVID-19 Classification Accuracy with a Hybrid SVM-LR Model, Bioengineering. 10(11). doi:10.3390/bioengineering10111318
  15. Zamzuki F.A., Lola M.S., Aruchunan E., Muthuvalu M.S., Jubilee R.V.W., Zainuddin N.H., Abdul Hamid A.A.K., Mokhtar N.A., Abdullah M.T. (2023). Assessing the sustainability of the homestay industry for the East Coast of Malaysia using the Delphi approach, Heliyon. 9(11). doi:10.1016/j.heliyon.2023.e21433
  16. Aruchunan E., Muthuvalu M.S., Siri Z., Kumar S.S.A., Sulaiman J., Chew J.V.L., Ali M.K.M. (2022). Examination of Half-Sweep Closed Newton Cotes Quadrature Schemes in Solving Dense System, Studies in Systems, Decision and Control. 383, 413-430. doi:10.1007/978-3-030-79606-8_26
  17. Aruchunan E., Siri Z., Aziz M.H.B.N., Wahab M.H.B.A., Muthuvalu M.S., Sulaiman J. (2022). Solution of Peak Junction Temperature with Crank-Nicolson and SOR Approach, Studies in Systems, Decision and Control. 444, 225-234. doi:10.1007/978-3-031-04028-3_15
  18. Aruchunan E., Siri Z., Naganthran K., Aziz M.H.B.N., Ghazali S.A., Muthuvalu M.S., Sulaiman J. (2022). Thermal Analysis of VLSI System using Successive Over Relaxation (SOR) Method, Studies in Systems, Decision and Control. 444, 207-223. doi:10.1007/978-3-031-04028-3_14
  19. Chew J.V.L., Aruchunan E., Sulaiman J. (2022). Efficiency Evaluation of Half-Sweep Newton-EGSOR Method to Solve 1D Nonlinear Porous Medium Equations, Studies in Systems, Decision and Control. 383, 399-412. doi:10.1007/978-3-030-79606-8_25
  20. Chew J.V.L., Aruchunan E., Sunarto A., Sulaiman J. (2022). Numerical Solution of Nonlinear Diffusion in One Dimensional Porous Medium Using Hybrid SOR Method, Kyungpook Mathematical Journal. 62(4), 699-713. doi:10.5666/KMJ.2022.62.4.699
  21. Chew J.V.L., Aruchunan E., Sunarto A., Sulaiman J. (2022). Quarter-Sweep Successive Over-relaxation Approximation to the Solution of Porous Medium Equations, IAENG International Journal of Applied Mathematics. 52(2)
  22. Chew J.V.L., Sulaiman J., Aruchunan E., Sunarto A. (2022). Efficient Iterative Approximation for Nonlinear Porous Medium Equation with Drainage Model, Studies in Systems, Decision and Control. 444, 291-303. doi:10.1007/978-3-031-04028-3_20
  23. Muthuvalu M.S., Aruchunan E., Ali M.K.M., Chew J.V.L., Sunarto A., Lebelo R., Sulaiman J. (2022). Complexity Reduction Approach for Solving Second Kind of Fredholm Integral Equations, Symmetry. 14(5). doi:10.3390/sym14051017
  24. Aruchunan, E., Chew, J. V. L., Muthuvalu, M. S., Sunarto, A., & Sulaiman, J. (2021). A newton-modified weighted arithmetic mean solution of nonlinear porous medium type equations. Symmetry, 13(8). doi: 10.3390/sym13081511
  25. Nawi, W. I. A. W. M., Lola, M. S., Zakariya, R., Zainuddin, N. H., Abd Hamid, A. A. K., Aruchunan, E., & Nazzrol, N. S. A. (2021). Improved of forecasting sea surface temperature based on hybrid arima and support vector machines models. Malaysian Journal of Fundamental and Applied Sciences, 17(5), 609-620. doi: 10.11113/MJFAS.V17N5.2356
  26. Ping L.I., Furuoka F., Rasiah R., Aruchunan E. (2021). CAN CHINA'S FOREIGN DIRECT INVESTMENT CAUSE ECONOMIC GROWTH in ASEAN?, Singapore Economic Review. . doi:10.1142/S0217590821500740
  27. Sunarto, A., Agarwal, P., Sulaiman, J., Chew, J. V. L., & Aruchunan, E. (2021). Iterative method for solving one-dimensional fractional mathematical physics model via quarter-sweep and PAOR. Advances in Difference Equations, 2021(1). doi: 10.1186/s13662-021-03310-2
Others
  1. A. Paramasivam 1* and E. Aruchunan, 2023. An Analysis of Congestion Patterns on the Tuaran By pass and Sulaman KKIP Road Networks in Kota Kinabalu, Sabah. Politeknik & Kolej Komuniti Journal of Social Sciences and Humanities 8, 104-117
  2. Paramasivam, A., Ismail, M. H., & Aruchunan, E. (2023). Determinants Contribute To Traffic Congestion And Solutions: The Case Of Tuaran Bypass and Sulaman Kkip Road Networks in Kota Kinabalu, Sabah. Jurnal Penyelidikan Sains Sosial (JOSSR), 6(18), 48-61.
  3. L. Ping, F. Furuoka, R. Rasiah and E. Aruchunan (2021). Can China's foreign direct investment cause economic growth in Asan? The Singapore Economic Review. https://doi.org/10.1142/s0217590821500740
Chapter in Books
  1. Chew, J.V.L., Aruchunan, E., Sunarto, A. (2024). Intelligent Approximation for Climate Differential Equations. In: Abdul Karim, S.A. (eds) Intelligent Systems Modeling and Simulation III. Studies in Systems, Decision and Control, vol 553. Springer, Cham. https://doi.org/10.1007/978-3-031-67317-7_13
  2. J. V. L. Chew, E. Aruchunan, A. Sunarto & J. Sulaiman, (2024). Intelligent System Design for the Solutions of Nonlinear Diffusion in the Two-Dimensional Porous Medium. Intelligent Systems of Computing and Informatics, 1st Edition, CRC Press, pp.177-191.
  3. Muthuvalu, M.S., Majahar Ali, M.K., Aruchunan, E., Annammala, K.V., Sulaiman, J. (2024). Effectiveness of Cooperative Learning Strategies in Improving Performance for Large Mathematics Classes. In: Romlie, M.F.b., Shaikh Ali, S.H., Hari, Z.B., Leow, M.C. (eds) Proceedings of the International Conference on Advancing and Redesigning Education 2023. ICARE 2023. Lecture Notes in Educational Technology. Springer, Singapore. pp 183–190.
  4. Ng, P.Y., Aruchunan, E., Furuoka, F., Abdul Karim, S.A., Chew, J.V.L., Ali, M.K.M. (2024). Intelligent LASSO Regression Modelling for Seaweed Drying Analysis. In: Abdul Karim, S.A. (eds) Intelligent Systems Modeling and Simulation III. Studies in Systems, Decision and Control, vol 553. Springer, Cham. https://doi.org/10.1007/978-3-031-67317-7_8
  5. Shrley Chan Suet Yee, Elayaraja Aruchunan, Nur Anisah Mohamed A. Rahman, Kohilavani Naganthran, Adilah Abdul Ghapor, Jayaseelan Marimuthu, Graham Edwin Gardner, Samsul Ariffin Abdul Karim (2024). Intelligent Application of Partial Least Square Algorithm in Developing Model of Fat Depth Measurement. Intelligent Systems of Computing and Informatics (1st ed.). CRC Press.
  6. Sin Jie, Elayaraja Aruchunan, Nur Anisah Mohamed A. Rahman, Majid Khan Majahar Ali, Suhana Mohezar Ali, Muhammad Ashraf Khalid, Jayaseelan Marimuthu, Graham Edwin Gardner, Samsul Ariffin Abdul Karim.(2024). Intelligence Random Forest Application in Developing Regression Model from Lamb Carcass C-Site Fat Depth Data. Intelligent Systems of Computing and Informatics (1st ed.). CRC Press.
  7. Wan Yu Jinq, Elayaraja Aruchunan, Nur Anisah Mohamed A. Rahman, Kohilavani Naganthran, Mohana Sundaram Muthuvalu, Jackel Vui Lung Chew, Jayaseelan Marimuthu, Graham Edwin Gardner, Samsul Ariffin Abdul Karim (2024). Intelligence Predictive Model for Lamb Carcass C-Site Fat Depth Using Support Vector Machine. Intelligent Systems of Computing and Informatics (1st ed.). CRC Press.
  8. Aruchunan, E., Siri, Z., Aziz, M.H.B.N., Wahab, M.H.A., Muthuvalu, M.S., Sulaiman, J. (2022). Solution of Peak Junction Temperature with Crank-Nicolson and SOR Approach, Intelligent Systems Modeling and Simulation II, Vol. 444, 225-234. Springer.
  9. Aruchunan, E., Siri, Z., Naganthran, K., Aziz, M.H.B.N., Ghazali, S.A., Muthuvalu, M.S., Sulaiman, J. (2022). Thermal Analysis of VLSI Systems using the Successive Over Relaxation (SOR) Method, Intelligent Systems Modeling and Simulation II, Vol. 444, 207 223. Springer.
  10. Chew, J.V.L., Sulaiman, J., Aruchunan, E., Sunarto, A. (2022). Efficient Iterative Approximation for Nonlinear Porous Medium Equation with Drainage Model, Intelligent Systems Modeling and Simulation II, Vol. 444, pp. 291-303. Springer.
  11. E Aruchunan, MS Muthuvalu, Z Siri, SSA Kumar, J Sulaiman, JVL Chew, MKM Ali, (2022). Examination of Half-Sweep Closed Newton Cotes Quadrature Schemes in Solving Dense System. Towards Intelligent Systems Modeling and Simulation, Vol.383, 413-430.
  12. J. V. L Chew, E. Aruchunan, J Sulaiman, 2022. Efficiency Evaluation of Half-Sweep Newton-EGSOR Method to Solve 1D Nonlinear Porous Medium Equations. Towards Intelligent Systems Modeling and Simulation, Vol. 383, 399-412.
Article in Proceeding
  1. Furuoka, F., Uchiyama, Y., Lim, B., Pazim, K. H., Aruchunan, E., Paidi, R., Nikitina, L. Jingyi, L. & Omar. S. A. (2022, May). Effects of the COVID-19 Pandemic on Gig Economy in Malaysia: An Application of Tragedy of the Commons'. Istanbul International Modern Scientific Research Congress -III, Istanbul, Turkey.
  2. Uchiyama, Y., Furuoka, F., Lim, B., Pazim, K. H., Aruchunan, E., Paidi, R., Nikitina, L. & Omar. S. A. (2022, May). The Solidarity Role of the Fearless Cities Initiative: A Lesson on the Malaysian E-Hailing Sector. Conference: Istanbul International Modern Scientific Research Congress -III, Istanbul, Turkey.
  3. Y. Uchiyama, R. Paidi and E. Aruchunan. 2022. Consumer Behaviour in On-Demand Application-Based Gig Economy Operations A Conceptual Framework. KARABAKH III. International Congress of Modern Studies in Social Sciences and Humanities "Year of Shusha - 2022" June 7-10, 2022 Karabagh/Azerbaijan. Pg. 36-45.
  4. A. Paramasivam, N. M. Micheal and E. Aruchunan (2021). The Influence of Brand Loyalty and Perceived Quality on Consumer Buying Behaviour of Smartphones among Politeknik Kota Kinabalu Sabah, Malaysia Students. Proceedings book of Middle East International Conference On Contemporary Scientific Studies-V, March 27-28, Ankara, Turkey, (pp. 379 Vol (III)). Ankara, Turkey. ISBN - 978-625-7898-38-6.
  5. E.Aruchunan and Z. Siri. (2021). Numerical Investigation of Composite Simpson s Second Rule in Solving Fourth-Order Integro-Differential Equations. Proceedings book of Middle East International Conference On Contemporary Scientific Studies-V, March 27-28, Ankara, Turkey, ISBN - 978-625-7898-38-6.
  6. W. I. A. W. M., Nawi. M. S. Lola and E. Aruchunan (2021). A Hybrid ARIMA and Support Vector Machines for Improved Stock Price Forecasting. Proceedings book of Middle East International Conference On Contemporary Scientific Studies-V, March 27-28, Ankara, Turkey, (pp. 384 Vol (I). Ankara, Turkey. ISBN - 978-625-7898-38-6.
Other Publications
  1. Admin. (2025, February 26). Ramadan 2025: Implementing peak hour truck ban to ease congestion in Kota Kinabalu Sabah. Sabah News Today Portal #1. https://sabahnewstoday.net/ramadan-2025-implementing-peak-hour-truck-ban-to-ease-congestion-in-kota-kinabalu-sabah/ - Mass Media(Newspaper,Radio,Tv,Popular Magazine)
  2. Ramadan peak hour truck ban must on Kota Kinabalu -Tuaran route to ease congestion: Study. (2025, March 1). 2025. http://dailyexpress.com.my/news/253214/ramadan-peak-hour-truck-ban-must-on-kota-kinabalu-tuaran-route-to-ease-congestion-study-/ - Mass Media(Newspaper,Radio,Tv,Popular Magazine)

RESEARCH PROJECT

National
  1. 2024 - 2027, UNIVERSITI MALAYA RESEARCH EXCELLENCE GRANT (UMREG)
    Modified Mathematical Modelling of the Von-Karman Non-Newtonian Fluid Flow and Heat Transfer Induced by a Shrinking Disk ( Co-Researcher)
  2. 2022 - 2025, Government Agency - Manage by UMCARES
    Hybrid Machine Learning Model To Build A Rigid Pedestrian Walkway Pavement From Plastic Waste ( Principal Investigator(PI))
  3. 2021 - 2024, Fundamental Research Grant Scheme (FRGS)
    Elucidation Of Effects Of The Covid-19 Pandemic On Gig Economy In Malaysia ( Co-Researcher)
  4. 2021 - 2023, RU Geran
    Effects Of The Covid-19 Pandemic On Gig Workers In Asean Countries ( Co-Researcher)
University
  1. 2024 - 2025, University Grant
    ESG and Sustainability in Malaysia: Navigating the Challenges and Opportunities Ahead ( Principal Investigator(PI))

CONSULTANCY PROJECT

  • Excel Workshop for Beginners, Universiti Malaya, Consultant
    07 Dec 2021 - 07 Dec 2021 (National)

PAPER PRESENTED

INVITED SPEAKER
  1. The variants of modified arithmetic mean iterative methods for fredholm integro-differential equations, Applicable Mathematics for Science and Engineering - Recent Advances (AMSE - 2023), Department of Mathematics, School of Advanced Sciences, VIT-AP University, Andhra Pradesh (International) (16 Feb 2023 - 20 Feb 2023)
  2. Quantitative Analysis and SPSS Basic Training, JEMPUTAN SEBAGAI PENCERAMAH DALAM SLOT KURSUS KAEDAH PENYELIDIKAN DALAM PENTADBIRAN AWAM (EQB7001), Fakulti Perniagaan dan Ekonomi (University) (16 Dec 2022 - 30 Dec 2022)
  3. Machine Learning: Application of Random Forest Algorithms in Developing Regression Model from Lamb Carcass C-site Fat Depth Data, 2nd Virtual Symposium on The Current Trend in Quantitative Methods and ItsApplications , INTI INTERNATIONAL UNIVERSITY (National) (03 Jun 2022 - 03 Jun 2022)
  4. The Trend of Data Mining Application, A VIRTUAL SYMPOSIUM ON CURRENT TRENDS IN QUANTITATIVE METHODS AND ITS APPLICATIONS, INTI International University (International) (28 May 2021 - 28 May 2021)
ORAL PRESENTER
  1. A Hybrid ARIMA and Support Vector Machines for Improved Stock Price Forecasting., Middle East International Conference On Contemporary Scientific Studies-V, Lebanese University (International) (27 Mar 2021 - 28 Mar 2021)
  2. Numerical Investigation of Composite Simpson s Second Rule in Solving Fourth-Order Integro-Differential Equations, Middle East International Conference On Contemporary Scientific Studies-V, Lebanese University (International) (27 Mar 2021 - 28 Mar 2021)
  3. The Influence of Brand Loyalty and Perceived Quality on Consumer Buying Behaviour of Smartphones among Politeknik Kota Kinabalu Sabah, Malaysia Students., Middle East International Conference On Contemporary Scientific Studies-V, Lebanese University (International) (27 Mar 2021 - 28 Mar 2021)
KEYNOTE SPEAKER
  1. NUMERICAL STUDY OF GLIOMA GROWTH MODEL, INTERNATIONAL SEMINAR ON RECENT TRENDS IN MATHEMATICS, ARIGNAR ANNA GOVERNMENT ARTS COLLEGE VILLUPURAM (International) (16 Apr 2024 - 16 Apr 2024)

ACADEMIC/ PROF. SERVICES

Evaluation
  1. (2025) The Impact of Internet Finance (E.G., Mobile Electronic Payment) On China’S Economic Development in The Future, University, (Internal Examiner)
  2. (2025) The Role of Policy Style On Public Participation: Case of Counterparts Assistance Policy, in China, University, (Internal Examiner)
  3. (2025) The Impact of Expatriate Social Network, Spousal Support and Personality On Performance of Chinese Expatriates in Malaysia: The Mediating Role of Adjustment, University, (Internal Examiner)
  4. (2024) The Impact of The Digital Economy On High-Quality Green Development: Evidence from China Cities, University, (Internal Examiner)
  5. (2024) Exploring The Intersection of Digital Transformation Processes and Entrepreneurial Education for The Generational Succession of Family-Owned Businesses: a Comparative Approach, University, (Internal Examiner)
  6. (2024) Government Support and Farmers’ Purchase Intention Toward Livestock Price Insurance in China: An Extended Model of The Theory of Planned Behaviour, University, (Internal Examiner)
  7. (2024) Appointment as a Reviewer for The Journal of Economics and Policy, National, (Reviewer)
  8. (2024) Reviewer Panel in 3rd International Multidisciplinary Academic Conference 2024 (Imac 2024), International, (Reviewer)
  9. (2024) Appointment as The Expert Panel for Best Paper Award in The 3rd International Multidisciplinary Academic Conference 2024, International, (External Examiner)
  10. (2024) Sparse Canonical Correlation Analysis of Multi-Omics Data Integration and Its Application in Cancer Analysis, International, (Reviewer)
  11. (2024) Appointment as Assessor for Candidature Defence Presentation by Phd Candidate, Asia-Europe Institute, Universiti Malaya, University, (Internal Examiner)
  12. (2024) Prediction of Covid-19 Transmission by Sirs Model Using 3-Step Predictor Corrector Method, National, (Reviewer)
  13. (2024) Plos Computational Biology, International, (Reviewer)
  14. (2024) Linking Covid-19 Risk Perception and Pro-Environmental Behaviour of Urban Residents: The Cross-Level Moderating Role of Green Space Exposure, University, (Internal Examiner)
  15. (2024) Jury Panel Members for The Statistics Challenge Competition / National Level Mathematics (Ism Challenge-III 2024), National, (External Examiner)
  16. (2024) Appointment as An Evaluation Panel for The Presentation of The Mphil Candidature Defense Seminar, University, (Internal Examiner)
  17. (2024) Removal of Cationic Dye from Single and Multi-Solute System Using Ultrasound Assisted Adsorption Process: Prediction by Artificial Neural Network and Response Surface Methodology, University, (Internal Examiner)
  18. (2024) Integrating Green Knowledge Management for Sustainable Innovation in Bangladesh's Rmg Industry: a Multi-Dimensional Approach, University, (Internal Examiner)
  19. (2024) The Impact of Booster Vaccine: a Comprehensive Analysis of An Extended Seir Covid-19 Model, University, (Internal Examiner)
  20. (2023) The Numerical Simulation and Mathematical Analysis of An Extended Seir Covid-19 Model On The Impact of Booster, University, (Internal Examiner)
  21. (2023) The Impact of Female Directors' Characteristics On Firm Performance in Surviving The Covid-19 Crisis., University, (Reviewer)
  22. (2023) Hybrid Ensemble Learning for Predicting The Nutritional Status of Under-Five Children, University, (Internal Examiner)
  23. (2023) Linearized Crank-Nicolson Scheme for The Two-Dimensional Nonlinear Riesz Space Fractional Convection-Diffusion Equation, International, (Reviewer)
  24. (2022) A Parameter-Uniform Fitted Operator Collocation Method for Singularly Perturbed Discontinuous Coefficients Parabolic Differential Equations With Negative Shift, International, (Reviewer)
  25. (2022) Panel - Proposal Defence: Sondos Syam, University, (Internal Examiner)
  26. (2022) Existence and Ulam Type Stability for Impulsive Fractional Differential Systems With Pure Delay, International, (Reviewer)
  27. (2022) Extraction of Exact Solutions of Higher-Order Sasa-Satsuma Equation With Modified Riemann-Liouville Derivative, International, (Reviewer)
  28. (2022) Random Free Vibrations of Rectangular Thin Plates With Viscoelastic Dampers, International, (Reviewer)
  29. (2022) Investigation of Zagreb Indices and Zagreb Coindices of Line Graphs Implementing Subdivision Process, National, (Reviewer)
  30. (2022) Investigation of Zagreb Indices and Zagreb Coindices of Line Graphs Implementing Subdivision Process, National, (Reviewer)
  31. (2022) Developing Optimization and Prediction Model for Gold Price Forecasting in Malaysia, National, (Reviewer)
  32. (2022) Estimating Active Cases of Covid-19 Postschool Re-Opening in Malaysia Using S-I-R Modelling, National, (Reviewer)
  33. (2022) Research Proposal -2022/2 Inti Iu Seed Grant, National, (External Examiner)
  34. (2022) Sksm29 Conference Paper - 58 Reviewer, National, (Reviewer)
  35. (2022) Nonlinear Algebraic Systems With Positive Coefficients and Positive Solutions Journal of Applied Mathematics and Computing, International, (Reviewer)
  36. (2022) Candidature Defence Evaluation, University, (Internal Examiner)
  37. (2022) Phd Proposal Defence Evaluation, University, (Internal Examiner)
  38. (2022) F-Gintropy: An Entropic Distance Ranking Based On The Gini Index, International, (Reviewer)
  39. (2021) A Socioeconomic Approach to The Profile of Microcredit Holders of The Hispanic Minority in The Usa, International, (Reviewer)
  40. (2021) An Improvement On a Class of Fixed Point Iterative Methods for Solving Absolute Value Equations, International, (Reviewer)
  41. (2021) High Order Spline Finite Element Method for The Fourth-Order Parabolic Equations, International, (Reviewer)
  42. (2021) A New Numerical Technique for Solving Singularly Perturbed Convection-Diffusion Problem With Integral Boundary Condition, International, (Reviewer)
  43. (2021) A Numerical Approach for Solving Distributed Order Time-Fractional Partial Differential Equation, International, (Reviewer)
Contribution to external organisation
  1. (2025) Hrd Corp Accredited Trainer, National, (Resource Person)
  2. (2025) Appointment as Resource Person, International, (Resource Person)
  3. (2024) Appointment as The 2024 National Science Challenge (Nsc) Organising Committee, National, (Technical Advisor)
Contribution to event
  1. (2025) Guest Lecturer for The Data Analytics Course in The Department of Mathematics, Faculty of Mathematics and Natural Sciences., International, (Course Facilitator)
  2. (2024) Expert Panel in 3rd International Multidisciplinary Academic Conference 2024 (Imac 2024), International, (Panelist/Moderator)
  3. (2023) National Advisory Committee - 44th World Conference On Applied Science, Engineering & Technology, International, (Event Organiser)
  4. (2023) Exhibitor for Institute of Mathematical Sciences, University, (Event Coordinator)
  5. (2022) Grand Final Question Vetting Workshop, National, (Panelist/Moderator)
  6. (2021) Consultant of Excel Workshop for Beginners, University, (Course Facilitator)
  7. (2021) Proposal Defence -Phd, University, (Panelist/Moderator)
  8. (2021) Chairing, University, (Panelist/Moderator)
Mentoring
  1. (2023) Advisor for Study Programs of Undergraduate, University, (Academic Advisor)

SUPERVISION

Under Graduate Students
  1. (2024) WATER-BASED BIO HYBRID NANOFLUID SLIP FLOW NEAR A STAGNATION ACROSS A STRETCHING/SHRINKING SURFACE
  2. (2024) PREDICTIVE MODELLING OF FAT DEPTH ON LAMB CARCASE: INTEGRATING MICROWAVE NON-INVASIVE TECHNIQUES WITH HYBRID LASSO REGRESSION
  3. (2024) NUMERICAL STUDY OF UNTREATED GLIOMA GROWTH MODEL USING SUCCESSIVE OVER-RELAXATION METHOD
  4. (2024) NUMERICAL STUDY OF UNTREATED GLIOMA GROWTH MODEL USING HALF-SWEEP GAUSS SEIDEL METHOD
  5. (2024) NUMERICAL STUDY OF GLIOMA GROWTH MODEL WITHOUT TREATMENT USING MODIFIED SUCCESSIVE OVER RELAXATION (MSOR) METHOD
  6. (2024) NUMERICAL STUDY OF GLIOMA GROWTH MODEL WITHOUT TREATMENT USING ARITHMETIC MEAN METHOD
  7. (2024) NUMERICAL SOLUTION FOR SECOND ORDER ORDINARY DIFFERENTIAL EQUATION BY USING HERONIAN MEAN METHOD
  8. (2024) MIXED CONVECTION OF DOUBLE-DIFFUSSIVE TRI-HYBRID NANOFLUID OVER VERTICAL SURFACE UNDER CONVECTIVE HEAT TRANSFER
  9. (2024) LASSO REGRESSION MODELLING FOR SEAWEED DRYING ANALYSIS
  10. (2024) K-NEAREST NEIGHBORS REGRESSION MODEL FOR SEAWEED DRYING USING V-GROOVE HYBRID SOLAR DRIER
  11. (2024) INTELLIGENT PREDICTIVE PERFORMANCE OF A HYBRID PLSR MODEL FOR LAMB FAT DEPTH AT THE C-SITE USING MICROWAVE IMAGING SYSTEM DATA
  12. (2024) FORCED CONVECTION JEFFEREY TRI-HYBRID NANOFLUID FLOW OVER A PERMEABLE STRETCHING/SHRINKING SHEET
  13. (2024) DUAL SOLUTIONS OF STAGNATION POINT FLOW OF TRI-HYBRID NANOFLUIDS PAST A SHRINKING SHEET WITH INDUCTION MAGNETIC EFFECTS
  14. (2024) BAGGING MODELING APPROACH: MICROWAVE-BASED NON-INVASIVE ASSESSMENT OF FAT DEPTH IN LAMB CARCASSES
  15. (2023) SUPPORT VECTOR MACHINE REGRESSION MODEL OF V-GROOVE HYBRID SOLAR DRIER FOR SEAWEED DRYING IN MALAYSIA
  16. (2023) SOLVABILITY FOR 3rd ORDER ORDINARY DIFFERENTIAL EQUATION BY USING FINITE DIFFERENCE METHOD
  17. (2023) SEAWEED MODEL BY USING RANDOM FOREST REGRESSION
  18. (2023) SEAWEED MODEL BY USING RANDOM FOREST
  19. (2023) RATIONAL FINITE DIFFERENCE – ARITHMETIC MEAN METHOD FOR SOLVING SECOND ORDER ORDINARY DIFFERENTIAL EQUATIONS
  20. (2023) NUMERICAL SOLUTION FOR SOLVING FOURTH ORDER ORDINARY DIFFERENTIAL EQUATION BY USING RATIONAL FINITE DIFFERENCE – MSOR METHOD
  21. (2023) MHD HYBRID NANOFILM FLOW PAST AN UNSTEADY STRETCHING SURFACE
  22. (2023) EFFECTIVENESS OF LEARNING MATHEMATICS USING MATH APPLICATION FOR UNDERGRADUATE STUDENTS
  23. (2023) Boundary Layer Flow of Ternary Nanofluid Over a Shrinking Sheet
  24. (2023) Practices, Lim Bing Xin
  25. (2022) Thermal analysis of VLSI system by using Successive Over Relaxation (SOR)
  26. (2022) Thermal analysis of VLSI system by using geometric mean method
  27. (2022) Solution of Brain Tumor Growth Model
  28. (2022) Prediction of lamb carcase C-site fat depth using Support Vector Machine
  29. (2022) Performance analysis of Successive Over Relaxation (SOR) method in determining peak junction temperature of semiconductor device
  30. (2022) Performance analysis of geometric mean method in determining the peak junction temperature of semiconductor device
  31. (2022) Machine learning: Application of random forest in regression
  32. (2022) Machine learning: Application of partial least square in regression
  33. (2022) ACCELERATED NUMERICAL METHOD FOR SOLVING BRAIN TUMOR MODEL
  34. (2022) Industrial Training, SYAHMI FADHLIL WAFI BIN SHAHRUDIN
  35. (2021) Teaching Training Supervision - Wee Yoke Wei
  36. (2021) NUMERICAL SOLUTIONS IN SOLVING NONLINEAR ORDINARY DIFFERENTIAL EQUATIONS BY USING COMPACT FINITE DIFFERENCE-SUCCESSIVE OVER-RELAXATION METHOD
  37. (2021) NUMERICAL SOLUTION FOR SECOND ORDER ORDINARY DIFFERENTIAL EQUATIONS BY USING COMPACT FINITE DIFFERENCE SCHEME
  38. (2021) Industrial Training Supervision - Puteri Wardiah Qasrina Binti Dzulkeffly
  39. (2021) Industrial Training Supervision - Mohammad Harris Bin Mokhtar
  40. (2021) Industrial Training Supervision - Lim Chee Yin
  41. (2021) Industrial Training Supervision - Aribah Hanisah Binti Abdul Rahman
  42. (2021) Industrial Training Supervision - Ahmad Dzulhilmi Bin Ahmad Safaruddin
  43. (2021) COMPACT FINITE DIFFERENCE IN SOLVING 2D POISSON EQUATIONS
Postgraduate Student
PhD/ Doctoral
  1. (2024) Explore the mechanism of new media content marketing for enhancing brand loyalty among Chinese cosmetics brands., YI ZHANG
  2. (2024) Design and Application on Epidemic Model based on Data-driven and Complex Networks, RUI HU
  3. (2024) China FDI and international trade relations with ASEAN, WU SHASHA
  4. (2024) USING MATHEMATICAL MODELS TO ANALYZE AND FORECAST THE COVID-19 PANDEMIC AND HOW THESE MODELS CAN BE UTILIZED FOR MANAGING FUTURE PANDEMICS, NGU HONG MING
  5. (2024) HOW DOES DIGITAL ECONOMY AFFECT RCEP COUNTRY’S FOREIGN TRADE, ZHANG LUXIA
  6. (2024) Determinants on China's Export of Higher Education to Asian Market, LIN CONG
  7. (2024) THE IMPACT OF ASEAN-CHINA FREE TRADE AREA ON ASEAN'S TOURISM INDUSTRY, WANG YIFAN
  8. (2023) Foreign Direct Investment, Capital Formation, Trade and Growth: An Analysis of Chinese FDI in Asia, Africa and Europe, LI PING
  9. (2021) SOCIAL AND BEHAVIOURAL SCIENCE, LIN CONG
Master
  1. (2024) Factor Affecting The Intention To Use Data Analytics In Project Management, SELVA GANESH PANDIARAJA
  2. (2024) LEVERAGING DYNAMICS INFORMED NEURAL NETWORKS FOR PREDICTIVE MODELING OF COVID-19 SPREAD, CHENG CHENG
  3. (2024) HIGHER ORDER COMPACT FINITE DIFFERENCE-BICONJUGATE GRADIENT METHOD IN SOLVING NON-LINEAR POISSON EQUATIONS, THARSHINNI DEVI A/P SHANMUGAM
  4. (2024) A NOVEL QUADRATIC MEAN ITERATIVE METHOD AND ITS VARIANTS FOR SOLVING FREDHOLM INTEGRO-DIFFERENTIAL EQUATIONS, NG WEI LI
  5. (2021) A Noval Varient of Iterative method in Solving Partial Integro-differential Equation, Ng Wei Li

TEACHING

Master
  1. (2024) AA037011 - Operations Research Methods
  2. (2023) EQC7013 - Operations Research Methods
Bachelor
  1. (2024) EII3004 - Applied Analytics
  2. (2024) CIX1003 - Business Statistics
  3. (2024) EIA2017 - Statistics Ii
  4. (2023) CIX1003 - Business Statistics
  5. (2023) SIN2007 - Management Mathematic
  6. (2023) SIN2001 - Mathematical Methods Ii
  7. (2022) SIN2001 - Mathematical Methods Ii
  8. (2021) SIN2007 - Management Mathematic
  9. (2021) SIN2001 - Mathematical Methods Ii
  10. (2021) SIX1004 - Statistics
  11. (2021) SIN2001 - Mathematical Methods Ii
  12. (2021) SIN2007 - Management Mathematic
  13. (2021) SIX1004 - Statistics
  14. (2020) SIN2007 - Bachelor/First Degree
  15. (2020) SIX1004 - Bachelor/First Degree

SOCIAL RESPONSIBILITY ACTIVITIES

  • Menjemput Untuk Memberi Taklimat dan One to One Guidance Untuk Program Jom Masuk U 2022, (24 Jun 2022 - 24 Jun 2022) (National)
  • Facilitator for Stem Education in School, (01 Mar 2021 - 31 Dec 2021) (National)

COURSE ATTENDED

Internal/ External Course
INTERNAL COURSE- ORGANIZED BY PTJ
  1. SEMINAR LATIHAN STAF : PENGGUNAAN APLIKASI ATAS TALIAN DALAM MELICINKAN PENGURUSAN MAYA , Secara Atas Talian (17 Aug 2021 - 17 Aug 2021)
  2. EMERALD TEACHING AND LEARNING 2021, Microsoft Teams (17 May 2021 - 31 May 2021)
  3. BENGKEL PENCAPAIAN KPI DAN TRANSFORMASI PEMBANGUNAN STAF ISM 2021, Institut Sains Matematik (12 Jan 2022 - 12 Jan 2022)
  4. HRD CORP TRAIN THE TRAINER CERTIFICATION PROGRAM, Universiti Malaya (27 May 2024 - 31 May 2024)
INTERNAL COURSE
  1. ANALYZING DATA WITH POWER BI., Secara Online (23 Jan 2024 - 24 Jan 2024)
  2. PROGRAM TRANSFORMASI MINDA, Bilik Senat, Aras 4, Bangunan Canseleri (19 Feb 2024 - 21 Feb 2024)
  3. ANALISIS DATA DAN DASHBOARD MENGGUNAKAN PIVOT TABLE, Secara Online (02 Oct 2024 - 02 Oct 2024)