অভিজ্ঞতা :

পাবলিকেশনস :

1. M. S. Reza, A. R. S. Fakir, M. R. Islam, A. M. T. Alom, T. Sen and M. S. Islam, "Early Stage Diabetes Prediction Using Machine Learning Techniques," 2023 26th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2023, pp. 1-6, doi: 10.1109/ICCIT60459.2023.10441427. keywords: {Radio frequency;Support vector machines;Predictive models;Diabetes;Random forests;Medical diagnostic imaging;Diseases;Machine Learning;Classifier;Accuracy;Diabetes;Random Forest;Support Vector Machine},
2. S. Al Sakib, M. Rakib, M. M. Hossain, M. Shamsul Islam, B. R. Khan and M. S. Reza, "Blockchain Based Certificate Verification for Employee Hiring & Admission System," 2023 26th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, 2023, pp. 1-6, doi: 10.1109/ICCIT60459.2023.10441170. keywords: {Engineering profession;Scholarships;Blockchains;Cryptocurrency;Information technology;Certification;Qualifications;Blockchain (BC);Verification;and Certificate Verification},
3. Md. Abid Hasan Roni Bokshi, Aslam Mahmud Siam, Jannatul Ferdouse, Mohammad Shamsul Islam, & Md. Suman Reza. (2023). IoT-based Manhole Management System for Open Manhole Covers. International Journal of Information Technology &Amp; Computer Engineering (IJITC) ISSN : 2455-5290, 3(06), 1–7. https://doi.org/10.55529/ijitc.36.1.7
4. M. S. Reza, S. Biswas, A. Alghamdi, M. Alrizq, A. K. Bairagi and M. Masud, "ACC: Blockchain Based Trusted Management of Academic Credentials," 2021 IEEE International Symposium on Smart Electronic Systems (iSES) (Formerly iNiS), 2021, pp. 438-443, doi: 10.1109/iSES52644.2021.00104.
5. Md․ Saon Sikder, Mohammad Shamsul Islam, Momenatul Islam, Md․ Suman Reza,
   Improving mango ripeness grading accuracy: A comprehensive analysis of deep learning, traditional machine learning, and transfer learning techniques, Machine Learning with Applications,Volume 19,2025,100619,ISSN 2666-8270,https://doi.org/10.1016/j.mlwa.2025.100619.(https://www.sciencedirect.com/science/article/pii/S2666827025000027)
6. I. Khan, M. Hasan, S. Islam, S. Reza, T. Reza and E. T. Efaz, "Adaptive Traffic Signal Control System Using Object Detection Based Approach," 2025 4th International Conference on Robotics, Electrical and Signal Processing Techniques (ICREST), Dhaka, Bangladesh, 2025, pp. 86-91, doi: 10.1109/ICREST63960.2025.10914381. keywords: {YOLO;Adaptation models;Adaptive systems;Roads;Transfer learning;Traffic control;Cameras;Real-time systems;Vehicle dynamics;Software development management;intersection signal control;vehicle detection;YOLO;emergency vehicles;dynamic signal time}