Curriculum Vitae

DR. DHARINI A/P PATHMANATHAN

Senior Lecturer
  • Institute of Mathematical Sciences
    Faculty of Science
  • +603-79674334

AREAS OF EXPERTISE

  • DEMOGRAPHY
  • BAYESIAN STATISTICS
  • TIME SERIES AND SPATIAL ANALYSIS

ACADEMIC QUALIFICATION

  • BSc(Statistics)(with Distinction), (Statistics)
    Universiti Malaya (UM)
  • MSc(Statistics)(with Distinction), (Statistics)
    Universiti Malaya (UM)
  • Doctoral Degree (PhD), (Statistics)
    Universiti Malaya (UM)

ADMINISTRATIVE DUTIES

  • PANEL PENASIHAT INDUSTRI DAN KOMUNITI (JK ICAP) FAKULTI SAINS
    20 Sep 2023 - 19 Aug 2025 (Institute of Mathematical Sciences, Faculty of Science)
  • Committee Members
    03 Nov 2023 - 31 Dec 2024 (Department)
  • PANEL PENASIHAT AKADEMIK, FAKULTI SAINS SESI AKADEMIK
    13 Sep 2023 - 31 Aug 2024 (Institute of Mathematical Sciences, Faculty of Science)
  • Panel Penasihat Akademik Program Statistik Sesi 2016/2017
    08 Nov 2016 - present (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Perhubungan Luar dan Alumni
    01 Jan 2017 - present (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Pembangunan Database KPI di Fakulti Sains/ MYRA
    01 Oct 2014 - present (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Pameran, Publisiti dan Promosi Institut Sains Matematik
    01 Jan 2017 - present (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Kursus Fakulti (Ethics & Safety)
    01 Oct 2014 - present (University Malaya)
  • Committee Members
    01 Oct 2023 - 09 Feb 2024 (Department)
  • Timetable Coordinator
    01 Oct 2022 - 30 Sep 2023 (Department)
  • Committee Members
    01 Oct 2022 - 30 Sep 2023 (Institute of Mathematical Sciences, Faculty of Science)
  • Committee Members
    01 Oct 2021 - 12 Mar 2023 (Department)
  • Timetable Coordinator
    01 Oct 2021 - 30 Sep 2022 (Institute of Mathematical Sciences, Faculty of Science)
  • Programme Coordinator
    01 Jun 2020 - 30 Sep 2022 (Institute of Mathematical Sciences, Faculty of Science)
  • Committee Members
    07 Mar 2022 - 31 Jul 2022 (Department)
  • Committee Members
    13 Jul 2022 - 17 Jul 2022 (Institute of Mathematical Sciences, Faculty of Science)
  • Panel Temu Duga Biasiswa Mybrainsc Kementerian Pendidikan Malaysia
    04 Apr 2019 - 31 Dec 2021 (National)
  • Panel Penasihat Akademik, Fakulti Sains Sesi Akademik 2020/2021
    13 Oct 2020 - 12 Oct 2021 (Institute of Mathematical Sciences, Faculty of Science)
  • Ketua Jawatankuasa Seminar
    01 Aug 2020 - 30 Sep 2021 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Ijazah Tinggi Program Baharu (MSc Actuarial Science)
    01 Oct 2020 - 30 Sep 2021 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Buku Panduan Ijazah Tinggi
    01 Oct 2020 - 30 Sep 2021 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Latihan Staf ISM
    01 Oct 2020 - 30 Sep 2021 (Institute of Mathematical Sciences, Faculty of Science)
  • Jawatankuasa Pembangunan Database KPI Fakulti Sains/ MYRA
    01 Sep 2017 - 30 Jun 2020 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Perhubungan Luar dan Publisiti
    01 Sep 2019 - 30 Jun 2020 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Penyaringan Kertas Soalan Peperiksaan Akhir Sarjana Muda Sains Aktuari, Sem 1 Sesi 2019/2020
    21 Oct 2019 - 08 Nov 2019 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Penyaringan Kertas Soalan Peperiksaan Akhir Sarjana Sains Statistik, Sem 1 Sesi 2019/2020
    21 Oct 2019 - 07 Nov 2019 (National)
  • Panel Penasihat Akademik, Fakulti Sains
    12 Sep 2018 - 30 Jun 2019 (Institute of Mathematical Sciences, Faculty of Science)
  • PENGAJAR KULIAH KURSUS TERAS FAKULTI: ETIKA DAN KESELAMATAN
    01 Sep 2018 - 30 Jun 2019 (University Malaya)
  • Ahli Jawatankuasa Penyaringan Kertas Soalan Peperiksaan Akhir Sarjana Sains Statistik, Sem 1 Sesi 2019/2020
    23 Apr 2019 - 23 Apr 2019 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Penyaringan Kertas Soalan Peperiksaan Akhir Sarjana Muda Sains Statistik, Sem 2 Sesi 2018/2019
    19 Apr 2019 - 19 Apr 2019 (University Malaya)
  • Ahli Jawatankuasa Penyaringan Kertas Soalan Peperiksaan Akhir Sarjana Sains Statistik, Sem 1 Sesi 2018/2019
    14 Nov 2018 - 14 Nov 2018 (Institute of Mathematical Sciences, Faculty of Science)
  • Ahli Jawatankuasa Penyaringan Kertas Soalan Peperiksaan Akhir Sarjana Sains Statistik
    13 Nov 2018 - 13 Nov 2018 (Institute of Mathematical Sciences, Faculty of Science)

MEMBERSHIPS

  • INSTITUT STATISTIK MALAYSIA, LIFE MEMBER
    Since 2018 (National)
  • PENYELARAS PROGRAM SARJANA MUDA SAINS DENGAN PENDIDIKAN (MATEMATIK), COMMITTEE MEMBER
    2021 to 2022 (University)

AWARD AND STEWARDSHIP

  • CERTIFICATE OF EXCELLENT SERVICE
    University of Malaya, 2023 (University)
  • CSIC PROGRAMME FOR SCIENTIFIC COOPERATION FOR DEVELOPMENT
    Ministry of Science, Innovation and Universities (Ministerio de Ciencia, Innovacion y Universidades), 2020 (International)
  • Invited Speaker for 4TH ISM INTERNATIONAL STATISTICAL CONFERENCE (ISM-IV)
    Institut Statistik Malaysia, 2018 (International)
  • UM EXCELLENCE AWARD
    NAIB CANSELOR, 2015 (University)
  • University Book Prize
    UNIVERSITY OF MALAYA, 2007 (University)

PUBLICATIONS

Article in Journal
WoS
  1. Govaichelvan, Kumanan N.; Pathmanathan, Dharini; Zainal-Abidin, Rabiatul-Adawiah; Abu, Arpah (2023). Machine learning for major food crops breeding: Applications, challenges, and ways forward, AGRONOMY JOURNAL. . doi:10.1002/agj2.21393
  2. Khoo, Tzung Hsuen; Pathmanathan, Dharini; Dabo-Niang, Sophie (2023). Spatial Autocorrelation of Global Stock Exchanges Using Functional Areal Spatial Principal Component Analysis, MATHEMATICS. 11(3). doi:10.3390/math11030674
  3. Pillay, Aneesha Balachandran; Pathmanathan, Dharini; Abu, Arpah; Omar, Hasmahzaiti (2023). RFE-Based Feature Selection to Improve Classification Accuracy for Morphometric Analysis of Craniodental Characters of House Rats, SAINS MALAYSIANA. 52(7), 1901-1914. doi:10.17576/jsm-2023-5207-01
  4. Yeu, Tze Hua; Omar, Intan Sofia; Sani, S. F. Abdul; Pathmanathan, Dharini; Goh, Boon Tong; Ravindran, Nithyialakshmi; Teo, Ik Hui; Gunasagran, Yogeeta; Adenan, Noor Azmi Mat; Chung, Ivy; Abd Jamil, Amira Hajirah (2023). Distinct Lipid Phenotype of Cancer-Associated Fibroblasts (CAFs) Isolated From Overweight/Obese Endometrial Cancer Patients as Assessed Using Raman Spectroscopy, APPLIED SPECTROSCOPY. . doi:10.1177/00037028231182721
  5. Abd Wahab, Muhammad Farhan; Motokawa, Masaharu; Khan, Faisal Ali Anwarali; Pathmanathan, Dharini; Omar, Hasmahzaiti (2022). Phylogenetic Relationships and Morphological Variation of Gymnures (Galericidae: Hylomys) from Genting Highlands, Pahang, Malaysia, SAINS MALAYSIANA. 51(10), 3125-3141. doi:10.17576/jsm-2022-5110-01
  6. Abu Bakar, Shaiful Anuar; Pathmanathan, Dharini (2022). Income modeling with the Weibull mixtures, COMMUNICATIONS IN STATISTICS-THEORY AND METHODS. . doi:10.1080/03610926.2020.1800737
  7. Azman, Shafiqah; Pathmanathan, Dharini (2022). The GLM framework of the Lee-Carter model: a multi-country study, JOURNAL OF APPLIED STATISTICS. . doi:10.1080/02664763.2020.1833183
  8. Azman, Shafiqah; Pathmanathan, Dharini; Thavaneswaran, Aerambamoorthy (2022). Forecasting the Volatility of Cryptocurrencies in the Presence of COVID-19 with the State Space Model and Kalman Filter, MATHEMATICS. 10(17). doi:10.3390/math10173190
  9. Rajendran, Senthilmani; Zaini, Zuraiza Mohamad; Lim, Ying Zhi; Kallarakkal, Thomas George; Ramanathan, Anand; Chan, Siew Wui; Goh, Yet Ching; Tan, Chuey Chuan; Lim, Daniel; Hassan, Muhammad Kamil; Kanapathy, Jananezwary; Pathmanathan, Dharini; Chan, Chee Seng; Liew, Chee Sun; Ismail, Siti Mazlipah; Cheong, Sok Ching (2022). Accelerated implementation of teleconsultation services for the monitoring of oral potentially malignant disorders as a result of the COVID-19 pandemic, ORAL ONCOLOGY. 126. doi:10.1016/j.oraloncology.2022.105730
  10. Yaacob, Nurul Aityqah; Pathmanathan, Dharini; Mohamed, Ibrahim (2022). Extending the GLM Framework of the Lee-Carter Model with Random Forest Recursive Feature Elimination Based Determinants of Mortality, SAINS MALAYSIANA. 51(7), 2237-2247. doi:10.17576/jsm-2022-5107-24
  11. Sabtu, S. N., Sani, S. F. A., Looi, L. M., Chiew, S. F., Pathmanathan, D., Bradley, D. A., & Osman, Z. (2021). Indication of high lipid content in epithelial-mesenchymal transitions of breast tissues. Scientific reports, 11(1), 18. doi: 10.1038/s41598-021-81426-x
  12. Yaacob, N. A., Jaber, J. J., Pathmanathan, D., Alwadi, S., & Mohamed, I. (2021). Hybrid of the Lee-Carter Model with Maximum Overlap Discrete Wavelet Transform Filters in Forecasting Mortality Rates. Mathematics, 9(18), 11. doi: 10.3390/math9182295
  13. Abd Wahab, M. F., Pathmanathan, D., Motokawa, M., Khan, F. A. A., & Omar, H. (2020). Taxonomic assessment of the Malayan water shrewChimarrogale hantuHarrison, 1958 and reclassification to the genusCrossogale. Mammalian Biology, 100(4), 399-409. doi: 10.1007/s42991-020-00036-8
  14. Sobri, S. N. M., Sani, S. F. A., Sabtu, S. N., Looi, L. M., Chiew, S. F., Pathmanathan, D., . . . Bradley, D. A. (2020). Structural Studies of Epithelial Mesenchymal Transition Breast Tissues. Scientific reports, 10(1), 16. doi: 10.1038/s41598-020-58932-5
  15. Ikbal, N. H. M., Pathmanathan, D., Bhassu, S., Simarani, K., Omar, H. (2019). Morphometric Analysis of Craniodental Characters of the House Rat, Rattus rattus (Rodentia: Muridae) in Peninsular Malaysia. Sains Malaysiana, 48(10), 2103-2111. doi:10.17576/jsm-2019-4810-05
  16. Sadikon, N. H., Ibrahim, A. I. N., Mohamed, I., Pathmanathan, D. (2018). A New Discordancy Test on a Regression for Cylindrical Data. Sains Malaysiana, 47(6), 1319-1326. doi:10.17576/jsm-2018-4706-29
  17. Tiong, Kai Hung; Chang, Jit Kang; Pathmanathan, Dharini; Fadlullah, Muhammad Zaki Hidayatullah; Yee, Pei San; Liew, Chee Sun; Rahman, Zainal Ariff Abdul; Beh, Kheng Ling; Cheong, Sok Ching (2018). QuickCount (R): a novel automated software for rapid cell detection and quantification, BIOTECHNIQUES. 65(6), 322-330. doi:10.2144/btn-2018-0072
  18. Pathmanathan, D., Ong, S. H. (2014). A Monte Carlo simulation study of two-sided tolerance intervals in balanced one-way random effects model for non-normal errors, Journal of Statistical Computation and Simulation. 84(11), 2329-2344
Others
  1. Thavaneswaran, A.,Mandal, S. & Pathmanathan, D. 2016. Estimation for wrapped zero inflated Poisson and wrapped Poisson distributions. International Journal of Statistics and Probability. (Accepted)
  2. Pathmanathan, D., Mukerjee, R. & Ong, S.H. 2014. Two-sided Bayesian and Frequentist Tolerance Intervals: General Asymptotic Results with Applications. Statistics: A Journal of Theoretical and Applied Statistics 48(3): 524-538.
  3. Pathmanathan,D., Ng, K.H., Peiris, S. 2009. On Estimation of Autoregressive Conditional Duration(ACD) Models based on Different Error Distributions. Sri Lankan Journal of Applied Statistics, 10, 251-269.
Chapter in Books
  1. Mohamed, M.S., Noor, S.N.M., & Pathmanathan, D. (2019). Problem-based Learning (PBL) in Ethics Course Delivery for Science Undergraduates: Students Achievement and Attitudes. In N.A. Hamzaid & F.A. Ghaffar (Ed.), Eyes on Learning, Hearts on Teaching (pp.51-63). Kuala Lumpur: Academic Enhancement and Leadership Centre (ADeC).

RESEARCH PROJECT

National
  1. 2021 - 2024, Fundamental Research Grant Scheme (FRGS)
    A Machine Learning Framework For The Prioritization Of Genes And Snps Associated With Abiotic And Biotic Stress-resistant Traits In Rice ( Co-Researcher)
  2. 2020 - 2022, Fundamental Research Grant Scheme (FRGS)
    Optical Diagnosis of Metabolic, Structural and Elemental Characterisation in Beta Pleated of Amyloid Fibril Tissue using Raman, SAXS and XRF ( Consultant)
  3. 2019 - 2021, Fundamental Research Grant Scheme (FRGS)
    Ant Colony Optimization for Solving Inventory Routing Problem with Backordering ( Consultant)

CONSULTANCY PROJECT

  • Consultancy Service Tutorial Guidance On Predictive Statistics, MR DORAI SINNA, Project Leader/Lead Consultant
    01 Aug 2023 - 18 Aug 2023 (National)
  • Sheldon Ross S a First Course in Probability, 10th Edition - Content Reviewer, Pearson Education Limited, Consultant
    16 Mar 2023 - 01 Jun 2023 (International)
  • Content Reviewer for Sheldon Ross S a First Course in Probability, 10th Edition, Pearson Education Limited, Consultant
    16 Mar 2023 - 01 Jun 2023 (International)
  • Provide Exercises for Chapters 16, 18 and 21 of De Veaux's Stats: Data and Models, 5th Edition, Global Edition, Pearson
    01 Dec 2019 - 01 Dec 2021 (International)

PAPER PRESENTED

INVITED SPEAKER
  1. THE MODIFIED LEE-CARTER MODEL WITH LINEARIZED CUBIC SPLINE PARAMETER APPROXIMATION FOR MALAYSIAN MORTALITY DATA, 4th ISM International Statistical Conference (ISM-IV), INSTITUT STATISTIK MALAYSIA (International) (01 Aug 2018 - 02 Aug 2018)
  2. Estimation for Wrapped Zero Inflated Poisson and Wrapped Poisson Distributions, The 3rd ISM International Statistical 2016 (ISM-III), Malaysia Institute of Statistics (International) (09 Aug 2016 - 11 Aug 2016)
PRESENTER
  1. The modified Lee-Carter model with linearized cubic spline parameter approximation for Malaysian mortality data, 62nd ISI WSC2019, International Statistical Institute (International) (18 Aug 2019 - 23 Aug 2019)
  2. A Study of One- And Two-Sided Tolerance Intervals for a General Family of Distributions, The 22nd National Symposium on Mathematical Sciences (SKSM22) (National) (24 Nov 2014 - 26 Nov 2014)

ACADEMIC/PROF. SERVICES

Evaluation
  1. (2023) Reviewed Article, International, (Reviewer)
  2. (2023) Reviewed Article, International, (Reviewer)
  3. (2022) Reviewer for Journal Article, International, (Reviewer)
  4. (2022) Candidature Defence: Nur Fatihah Binti Mohd Ali (17035746/2 | Sva180059), University, (Internal Assessor)
  5. (2020) Journal of Information and Communication Technology , (Reviewer)
  6. (2020) Reviewed 3 articles for Journal of Science and Technology , (Reviewer)
  7. (2019) Assessor for MSc Candidature Defence Seminar (Tan Chia Yen) , (Assessor)
  8. (2019) International Conference on Digital Transformation and Applications , (Reviewer)
  9. (2019) Assessor for MSc Candidature Defense Presentation , (Assessor for MSc Candidature Defense Presentation)
  10. (2019) Assessor for PhD Proposal Defence Seminar (Nur Saadah binti Abdul Majid) , (Assessor for PhD Proposal Defence Seminar )
  11. (2019) Reviewer - The 4th International Conference on Computing, Mathematics and Statistics 2019 , (Reviewer)
  12. (2019) Reviewer ISM-IV, (Reviewer)
  13. (2019) Journal of Science and Technology, (Reviewer)
  14. (2019) The 4th International Conference on Computing, Mathematics and Statistics 2019, (Reviewer)
  15. (2018) Evaluator for Candidature Defense Presentation (Ranusha A/P Rajakrishnan) , (Evaluator)
  16. (2018) Evaluator for Candidature Defence Presentation MSc (Goh Jia Yin, SGP160003) , (Assessor)
  17. (2017) Evaluator for Research Proposal Presentation (Ranusha A/P Rajakrishnan, SHB160008), (Evaluator)
  18. (2017) Evaluator for Candidature Defence Presentation (Nur Aainaa binti Rozliman, Bayesian approach to errors-invariables in regression models) , (Evakuator)
  19. (2016) Reviewer for an article for the International Statistical Conference (ISM-III) which will be published in the American Institute of Physics (AIP) Conference Proceedings Series., (Reviewer)
  20. (2016) Reviewer for an article for the International Statistical Conference (ISM-III) which will be published in the American Institute of Physics (AIP) Conference Proceedings Series., (Reviewer)
  21. (2016) Reviewer for SKSM23 (Full paper), (Reviewer)
  22. (2015) REVIEWER FOR THE iEEE PROCEEDINGS OF 7TH INTERNATIONAL CONFERENCE ON RESEARCH AND EDUCATION IN MATHEMATICS , (Reviewer)
  23. (2014) Internal examiner for MSc. by Coursework Final Project. , (Internal Examiner)
  24. (2014) Reviewer for an article for the International Statistical Conference (ISM-II) which will be published in the American Institute of Physics (AIP) Conference Proceedings Series., (Reviewer)
  25. (2014) Reviewer for paper submitted to the 22nd National Symposium on Mathematical Sciences (SKSM22) , (Reviewer)
Contribution to external organisation
  1. (2019) Chair of Contributed Paper Sessions (Oral) in 62nd ISI World Statistics Congress 2019, International Statistical Institute, International
  2. (2018) Chairperson for The 4th International Statistical Conference (ISM-IV), Sunway University and Institute of Statistic Malaysia, Institute of Statistics Malaysia, International

SUPERVISION

Postgraduate Student
PhD/ Doctoral
  1. (2023) Periodontal Stability and Progression of Periodontitis in Patients under Supportive Periodontal Therapy, TING TECK PEI
  2. (2023) FUNCTIONAL DATA ANALYSIS AND SPATIAL STATISTICS IN FINANCIAL ECONOMETRICS, KHOO TZUNG HSUEN
  3. (2023) A Machine Learning Framework For The Prioritization Of Genes And Snps Associated With Abiotic And Biotic Stress-resistant Traits In Rice, KUMANAN A/L N GOVAICHELVAN
  4. (2023) FUNCTIONAL DATA ANALYSIS AND MACHINE LEARNING IN MORPHOMETRICS, ANEESHA PILLAY D/O BALACHANDRAN PILLAY
  5. (2023) DATA-DRIVEN MODELS IN RISK FINANCE AND ALGORITHMIC TRADING, SHAFIQAH BINTI AZMAN
  6. (2022) Mortality Modelling and Forecasting: The Lee-Carter Model and its Extensions, NURUL AITYQAH BINTI YAACOB
  7. (2020) Morphometric Approaches for Identifying Interspecific and Intraspecific Variation in Rat Species in Peninsular Malaysia, Aneesha Pillay a/p Balachandran Pillay
  8. (2019) Periodontal Stability and Progression of Periodontitis in Patients under Supportive Periodontal Therapy, Ting Teck Pei
  9. (2019) Electrical Systems Engineering, Amelia Binti Abdul Razak (M0100129)
  10. (2018) Spatial data analysis and application to population health, Alaa Ali Hassan (Universite De Lille I, (Lille University of Science and Technology))
  11. (2016) Malaysian Mortality Forecasts based on the Lee-Carter Model, Nurul Aityqah binti Yaacob
Master
  1. (2023) Characterization of Metabolic, Structural and Elemental Properties of Beta Pleated Amyloid Fibril Tissue by Optical and Scattering Techniques, NURUL SHAHIRA BINTI MOHD NOR IHSAN
  2. (2023) FORECASTING MORTALITY RATES: A FUNCTIONAL SIGNATURE DATA APPROACH, YAP ZHONG JING
  3. (2023) Spectroscopic Analysis of Cisplatin Resistance Regulated by FDFT1 in Bladder Cancer Tissue, KANMALAR A/P MATHAVAN
  4. (2019) Generalized Linear Model Approach in Mortality Modelling, Shafiqah bt Azman
  5. (2017) Robust Forecasting of Mortality Rates, Aneesha Pillay A/P Balachandran Pillay
  6. (2017) Extension of the Lee-Carter Model for Short Base Period Data, Chin Tsung-Rern
  7. (2016) Tolerance intervals for location-scale families, SHERZAD KAREEM OTHMAN
Under Graduate Students
  1. (2023) ENHANCING STOCK PRICE DATA ANALYSIS THROUGH VARIANTS OF PRINCIPAL COMPONENT ANALYSIS
  2. (2019) 1) Analysis of rainfall data in Malaysia 2) Income Modelling using some parametric distributions

TEACHING

Master
  1. (2023) SQB7024 - Statistical Inference
  2. (2023) SQB7033 - Statistical Time Series
  3. (2020) SQB7003 - Statistical Inference
  4. (2019) SQB7003 - Statistical Inference
  5. (2018) SJGM6170 - Statistical Laboratory and Consultancy
  6. (2018) SQB7003 - Statistical Inference
  7. (2018) SQB7005 - Statistical Laboratory
  8. (2017) SJGM6150 - Statistical Inference
  9. (2016) SJGM6150 - Statistical Inference
Bachelor
  1. (2023) SIX1002 - Ethics and Safety
  2. (2023) SIT2002 - Further Mathematical Statistics
  3. (2023) SIT3005 - Time Series and Forecasting Methods
  4. (2020) SIN3015 - Mathematical Science Project
  5. (2020) SIT2002 - Further Mathematical Statistics
  6. (2020) SIT2002 - Further Mathematical Statistics
  7. (2020) SIT3005 - Time Series and Forecasting Methods
  8. (2019) SIM1002 - Calculus 1
  9. (2019) SIN3014 - Industrial Training
  10. (2019) SIT2002 - Further Mathematical Statistics
  11. (2019) SIT3005 - Time Series and Forecasting Methods
  12. (2019) SIX1002 - Ethics and Safety
  13. (2019) SIX1004 - Statistics
  14. (2018) SIN3014 - Industrial Training
  15. (2018) SIQ3007 - Industrial Training
  16. (2018) SIT2002 - Further Mathematical Statistics
  17. (2018) SIX1002 - Ethics and Safety
  18. (2018) SXEX1102 - Statistics
  19. (2017) SIT2001 - Probability and Statistics Ii
  20. (2017) SIT3005 - Time Series and Forecasting Methods
  21. (2017) SIX1002 - Ethics and Safety
  22. (2017) SJEM3453 - Time Series and Forecasting Methods
  23. (2017) SJER3191 - Industrial Training in Actuarial Science
  24. (2016) SIT2001 - Probability and Statistics Ii
  25. (2016) SIX1002 - Ethics and Safety
  26. (2016) SJEM2250 - Probability and Statistics Ii
  27. (2016) SJEM2250 - Probability and Statistics Ii
  28. (2016) SJEM3380 - Mathematical Science Project
  29. (2016) SJEM3453 - Time Series and Forecasting Methods
  30. (2016) SJER3191 - Industrial Training in Actuarial Science
  31. (2015) SJEM1250 - Probability and Statistics I
  32. (2015) SJEM2255 - Data Analysis I
  33. (2015) SJEM3453 - Time Series and Forecasting Methods
  34. (2015) SJER3191 - Industrial Training in Actuarial Science
  35. (2014) SJEM1250 - Probability and Statistics I
  36. (2014) SJEM3453 - Time Series and Forecasting Methods
  37. (2014) SJES4457 - Statistical Time Series
  38. (2014) SXEX1102 - Statistics

SOCIAL RESPONSIBILITY ACTIVITIES

  • Head of Secretariat (The 3rd Ism International Statistical Conference), (09 Aug 2016 - 11 Aug 2016)
  • Head of Secretariat for The 3rd International Statistical Conference (Ism-III), (01 Dec 2015 - 31 Dec 2016)
  • Pengawas Bagi Olimpiad Matematik Kebangsaan (Omk) 2015, (11 Jul 2015 - 11 Jul 2015)
  • Organizing Committee (Assistant Treasurer), Sksm22, (24 Nov 2014 - 26 Nov 2014)
  • Pengawas Bagi Olimpiad Matematik Kebangsaan (Omk) 2014, (12 Jul 2014 - 12 Jul 2014)