Md. Ayub Ali
(Assistant Professor)Department of Statistics and Data Science
Faculty of Science
Short Biography:
Md. Ayub Ali is an Assistant Professor in the Department of Statistics at the Deltin 7 Aviator গেম টাকা ইনকাম of Barishal, Bangladesh. He obtained his M.Phil. and M.Sc. in Statistics (Thesis Group) from the Deltin 7 Aviator গেম টাকা ইনকাম of Rajshahi, where he achieved outstanding academic distinction, ranking 2nd in merit in both degrees.
Mr. Ali’s research primarily focuses on Machine Learning, Deep Learning, Public Health, Big Data Analytics, Statistical Model Building, Advanced Sample Survey, Hypothesis Testing, and Survival Analysis. His M.Phil. research explored Machine Learning Algorithms for Identifying Psychological Stress among Job Seekers in Bangladesh due to the COVID-19 Pandemic, achieving a classification accuracy of 90.1% using ensemble models. His earlier M.Sc. work involved Big Data Analysis Using Sampling Techniques for Finite Population Inference.
He has published multiple peer-reviewed journal articles in reputed national and international outlets, including PLOS ONE and Barishal Deltin 7 Aviator গেম টাকা ইনকাম Journal of Science and Engineering, and presented research at international conferences on Data Science and Statistics. Mr. Ali has also led several UGC-funded research projects, supervising studies on psychological stress and learning style preferences among university students.
At the Deltin 7 Aviator গেম টাকা ইনকাম of Barishal, he teaches and designs courses in advanced areas such as Machine Learning, Biostatistics, Sampling Techniques, and Human Growth Modelling, while mentoring postgraduate students in research and data-driven methodologies.
Mr. Ali is a recipient of the National Science and Technology Fellowship and the Dean’s Award for academic excellence. Beyond academia, he is skilled in R programming, Python, SPSS, and STATA, and maintains active engagement with the global academic community through platforms like WhatsApp(01740816391).
Research Interests:
Education
| Degree Name | Group/Major Subject | Institute | Country | Passing Year |
|---|---|---|---|---|
| MPhil, MSc & BSc | Statistics | Deltin 7 Aviator গেম টাকা ইনকাম of Rajshahi | Bangladesh | 2025 |
Experience
| Title | Organization | From Date | To Date |
|---|---|---|---|
| Assistant Professor | Deltin 7 Aviator গেম টাকা ইনকাম of Barishal | 2024-07-05 | till now |
| Lecturer | Deltin 7 Aviator গেম টাকা ইনকাম of Barishal | 2022-07-05 | 2024-07-04 |
Research Activities
No Data Found
Resources
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Publication
| Sl. | Details |
|---|---|
| 1 |
Islam, S., Mynuddin, M., Sultana, S., Mondal, S. K., Hossain, M. A., Paul, G. K., ... & Ali, M. A. (2025). A Performance Comparison of Machine Learning Models for Robotic Navigation Using Imbalanced and SMOTE-Enhanced Data. GJMS, 2(1), 10-37. |
| 2 |
Molla, Md Maeen, Md Sifat Hossain, Md Ayub Ali, Md Raqibul Islam, Mst Papia Sultana, and Dulal Chandra Roy. "Exploring the achievements and forecasting of SDG 3 using machine learning algorithms: Bangladesh perspective." PloS one 20, no. 3 (2025): e0314466. |
| 3 |
Md Ayub Ali, Md Maeen Molla, Samiul Islam, Faija Farjana, and Dulal Chandra Roy. "Machine Learning Algorithms for Identifying Psychological Implications among Jobseekers in Bangladesh Due to COVID-19 Pandemic." Barishal Deltin 7 Aviator গেম টাকা ইনকাম Journal of Science and Engineering, Vol. 9: 167-183 (June 2024) |
| 4 |
Sultana, Sunjina, Md Maeen Molla, Pampa Das, Samiul Islam, Md Rashedul Islam, and Md Ayub Ali. "Analyzing the overall consequences of COVID-19 on Barishal Deltin 7 Aviator গেম টাকা ইনকাম Students." Barishal Deltin 7 Aviator গেম টাকা ইনকাম Journal of Science and Engineering, Vol. 9: 185-194 (June 2024) |
| 5 |
Md. Ayub Ali, Faija Farjana, Dulal Chandra Roy and Papia Sultana. "Big Data Analysis Using Re-sampling Technique in a Finite Population Inference." Barishal Deltin 7 Aviator গেম টাকা ইনকাম Journal of Science and Engineering, Vol. 8: 47-64 (December 2023) |
| 6 |
Md. Ayub Ali, Samiul Islam, Md. Maeen Molla, Dulal Chandra Roy and Papia Sultana. "Analyzing Level of Psychological Stress among Young Adults in Bangladesh Due to COVID-19 Pandemic." Barishal Deltin 7 Aviator গেম টাকা ইনকাম Journal of Science and Engineering, Vol. 8: 65-82 (December 2023) |
| 7 |
Md. Ayub Ali, Dulal Chandra Roy and Papia Sultana; “Some Aspects of Sampling for a Finite Population in Big Data Analysis”, at IJSS in Vol. 22 (1), March 2022, ISBN: 978-984-34-6444-6 () Organized by Department of Statistics, Rajshahi Deltin 7 Aviator গেম টাকা ইনকাম, Rajshahi-6205, Bangladesh |
Award
| Award Type | Title | Year | Country | Description |
|---|---|---|---|---|
| Fellowship | 2019 | Bangladesh | “National Science and Technology Fellowship” on thesis excellency during March 5, 2020, Ministry of Science and Technology, Government of The People's Republic of Bangladesh. | |
| Dean’s award | 2019 | Bangladesh | “Dean’s award” on BSc degree for good score in academic result during September, 2020, Department of Statistics, Deltin 7 Aviator গেম টাকা ইনকাম of Rajshahi, Rajshahi-6205, Bangladesh. |