🧠 Expertise Field

• Data Mining
• Competitive Programming
• Algorithm
• Data Structure
• C, C++, Java, Python Programming Languages
• Mobile Application Development
• Artificial Intelligence
• Machine Learning

📊 Research Area

• Data Mining
• Association Rules Mining
• Machine Learning
• Deep Learning

📰 Publication

Journal

1.  M. R. Islam, M. S. Rahman, and R. R. Paul, “Exploring bangladeshs pharmaceutical purchase trends: Perspectives from periodicity analysis and association rule mining on retail transactions,” Middle East Journal of Applied Science & Technology (MEJAST), vol. 7, no. 3, pp. 105–117, 2024, issn: 2582-0974.  doi: 10.46431/MEJAST.2024.7311

2. D.S.Begum, D.M.M.E.Hasan,and M.R.Islam,“Assessment of knowledge regarding nutrition among secondary school students in the northern regions of bangladesh,” International Journal of Research and Scientific Innovation(IJRSI), vol. 12, no. 15, pp. 478–485, 2025, issn: 2321-2705. 10.51244/IJRSI.2025.121500043P.

3.    M. R. Islam, M. J. Nayeem, and M. A. Rahman, “Analysis of association rules mining in distributed transactional databases in bangladesh,” Journal of Pundra University of Science & Technology, vol. 2, no. 1, pp. 01–10, 2022, issn: 2789-7036.  doi: 10.2139/ssrn.4947810

4.   M. J. Nayeem, S. Rana, and M. R. Islam, “Prediction of heart disease using machine learning algorithms,” European Journal of Artificial Intelligence and Machine Learning, vol. 1, no. 3, pp. 22–26, 2022. doi: 10.24018/ejai.2022.1.3.13

5.    M. J. Nayeem, M. A. Rahmann, and M. R. Islam, “Prediction of several stages of lung cancer using machine learning algorithms,” Journal of Pundra University of Science & Technology, vol. 2, no. 1, pp. 68–77, 2022, issn: 2789-7036.  doi: 10.2139/ssrn.4947816

6.    R. R. Paul, M. R. Islam, and M. S. Rahman, “Bengali upos-tag: A systematic approach to universal dependency-based dataset creation for enhanced nlp research,” Journal of Pundra University of Science & Technology, vol. 3, no. 1, pp. 01–12, 2024, issn: 2789-7036.  doi: 10.2139/ssrn.4947842

7.  M. S. Rahman, M. R. Islam, and R. R. Paul, “Classification and prediction rules to build covid-19 pandemic trending model in bd,” Journal of Pundra University of Science & Technology, vol. 3, no. 1, pp. 37–50, 2024, issn: 2789-7036

8.  M. S. A. Mim, M. J. Nayeem, S. Rana, and M. R. Islam, “Performance Evaluation of Hepatitis Disease Prediction in Early Stage Using Machine Learning Techniques,” Middle East Journal of Applied Science & Technology (MEJAST) Volume 8, Issue 1, Pages 01-20, January-March 2025, DOI: https://doi.org/10.46431/MEJAST.2025.8101

9.  M. A. Rahman, R. Hasan, M. J. Nayeem, and M. R. Islam, “A smart blind stick for persons with visual impairment: Design and implementation,” doi: 10.2139/ssrn.4347535

10.  N. Hasan, M. A. Islam, M. J. Nayeem, S. Rana, and M. R. Islam, “A three-stage framework for automatic Bengali license plate detection and recognition system,” Available at SSRN 4648216, doi: 10.2139/ssrn.4648216

Conference

1.   M. R. Islam, M. S. Rahman, R. R. Paul, M. F. Hosen, M. Khairunnahar, and M. J. Nayeem, “Intensify stroke prediction model associated with hypertensive state,” in 2024 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), 2024, pp. 1–5. doi: 10.1109/ICAEEE62219.2024.10561847

2.  M. R. Islam, M. S. Rahman, and M. J. Nayeem, “Association rules mining for a specific time period in a day in large transactional database,” in 2023 International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), IEEE, 2023, pp. 402–406. doi: 10.1109/ICICT4SD59951.2023.10303523

🏆 Award & Scholarship

💼 Employment Record

• International Islami University of Science and Technology Bangladesh (IIUSTB), Dhaka-1349. [Lecturer][23^rd February, 2025 to Present]
• Pundra University of Science & Technology, Bogura-5800. [Lecturer][1^st January, 2022 to 22^nd February, 2025]
• TMSS Engineering College (Affiliated by University of Rajshahi), Bogura-5800 [Lecturer][05^th December, 2020 to 31^st December, 2021]