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

• Machine Learning
• Deep Learning
• Advanced Image Processing
• Data Mining

Journal

1.      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: https://ssrn.com/abstract=4648216 or http://dx.doi.org/10.2139/ssrn.4648216 [Jointly 1^st Author; Revised Manuscript Submitted (International Journal of Cognitive Computing in Engineering; Scopus Indexed Q1] [ISSN Num: 2666-3074]

2.      M. S. A. Mim, M. J. Nayeem, S. Rana and M. R. Islam “A Predictive Approach for Hepatitis Disease Diagnosis in Early Stage Using Machine Learning Techniques” Available at SSRN: Available at SSRN: https://ssrn.com/abstract=4691067 or http://dx.doi.org/10.2139/ssrn.4691067 [Jointly 1^st Author; Revised Manuscript Submitted (Data Science and Management; Scopus Indexed Q2] [ISSN Num: 2666-7649]

3.      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. [ISSN Num: 2796-0072]

4.      M. J. Nayeem, M. A. Rahman 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 Num: 2789-7036]

5.      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. 1-10, 2022. [ISSN Num: 2789-7036]

Conference

1.      M. J. Nayeem and M. N. I. Mondal “An Efficient Approach to Recognize Bangla License Plate for Diverse-Quality Images.” 3rd International Conference on Human-Centric Smart Computing (ICHCSC). Singapore: Springer Nature Singapore, 2024 [Online Proceeding].

2.      M. J. Nayeem and M. S. U. Zaman. "Association Rules Mining for Season-Specific Time Frame in a Retail Supermarket" IEEE Third International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE). Dhaka, Bangladesh, 25-27 April. 2024.

3.      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" IEEE Third International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE). Dhaka, Bangladesh, 25-27 April. 2024.

4.      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" IEEE Second International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD). Dhaka, Bangladesh, 21-23 September. 2023.

5.      M. J. Nayeem, S. Rana, F. Alam and M. A. Rahman. "Prediction of Hepatitis Disease Using K-Nearest Neighbors, Naive Bayes, Support Vector Machine, Multi-Layer Perceptron and Random Forest," IEEE International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD). Dhaka, Bangladesh, 27-28 February. 2021.

6.      M. Nahiduzzaman, M. J. Nayeem, M.T. Ahmed and M. S. U. Zaman. "Prediction of Heart Disease Using Multi-Layer Perceptron Neural Network and Support Vector Machine." IEEE Fourth International Conference on Electrical Information and Communication Technology (EICT). Khulna, Bangladesh, 20-22 December. 2019.

Symposiums

1.      M. A. Islam, N. Hasan and M. J. Nayeem. "Real-Time Bangla License Plate Detection and Recognition" IEEE Computer Society Bangladesh Chapter Summer Symposium. Kushtia, Bangladesh, 09-10 June 2023.

2.      M. T. Hasan and M. J. Nayeem. "Renal Kidney Disease Recognition Using Machine Learning Algorithms" IEEE Computer Society Bangladesh Chapter Summer Symposium. Kushtia, Bangladesh, 09-10 June 2023.

3.      M. J. Nayeem, S. Rana and M. N. I. Mondal. "Prediction of Hepatitis Disease Using Machine Learning Algorithms" IEEE Computer Society Bangladesh Chapter Summer Symposium. Dhaka, Bangladesh, 10-11 June 2022.

S. Rana, M. N. I. Mondal and M. J. Nayeem. "Market Basket Analysis for Improving the Effectiveness of Marketing and Sales in Retail Supermarket" IEEE Computer Society Bangladesh Chapter Summer Symposium. Dhaka, Bangladesh, 10-11 June 2022.

Merit Scholarship in B.Sc. (Engg) from the Department of CSE, PUST

• International Islami University of Science and Technology Bangladesh (IIUSTB), Dhaka-1349. [Lecturer & Head (Acting)][11^th May, 2024 to Present]
• Pundra University of Science & Technology, Bogura-5800. [Lecturer][12^th July, 2019 to 10^th May, 2024]
• Pabna Engineering College (Affiliated by University of Rajshahi), Pabna-6600 [Lecturer][05^th February, 2018 to 11^th July, 2019]