Hi, I am Mehedi Hasan Shuvo, the founder and supervisor of the CryoNova Research Club. My primary goal is to learn, innovate, and share knowledge by transforming research into real-life applications. I specialize in advanced technologies, including Trustworthy Artificial Intelligence, Federated Learning, Machine Learning, Deep Learning, Computer Vision, and Edge Computing. With over three years of research experience and more than four years of industrial expertise in software development, I’ve developed over 35 professional Android and iOS applications and successfully led over 10 cutting-edge projects. During my research journey, I had the privilege of working in esteemed labs, including the Multimedia Signal & Image Processing research group, Professor Dr. Momotaz Begum's lab, and Professor Dr. Mohammod Abul Kasem's lab, where I gained extensive experience in innovation and collaboration. As the CryoNova Research Club leader, I’m proud to work with a highly active and dedicated team of researchers. Together, we focus on exploring emerging technologies, sharing knowledge, and driving innovation to make a meaningful impact in the real world.
Publications
Find me in Google Scholar Citation Profile, Orcid, Researchgate, and IEEEXplore.
Journal Articles
Momotaz Begum, Mehedi Hasan Shuvo, Mostofa Kamal Nasir, Amran Hossain, Mohammad Jakir Hossain, Imran Ashraf, and Jia Uddin. "LCNN: Lightweight CNN architecture for software defect feature identification using Explainable AI”, Published in IEEE Access, vol. 12, pp. 55744-55756, 2024. Scopus, SJR 0.96, Impact Factor: 3.4.
Momotaz Begum, Mehedi Hasan Shuvo, Imran Ashraf, Abdullah Al Mamun, Jia Uddin, and Md Abdus Samad "Software Defects Identification: Results Using Machine Learning and Explainable Artificial Intelligence Techniques," Published in IEEE Access, vol. 11, pp. 132750-132765, 2023. Scopus, SJR 0.96, Impact Factor: 3.4.
Fahad Hossain, Mehedi Hasan Shuvo, and Jia Uddin, "A Hybrid Machine Learning Approach for Improved Ponzi Scheme Detection Using Advanced Feature Engineering," Published in International Journal of Informatics and Communication Technology (IJ-ICT), vol. 14, pp. 50-58, 2025. Scopus, SJR 0.15, Impact Factor: 0.7.
Momotaz Begum, Nayeem Ullah, Mehedi Hasan Shuvo, Towhidul Islam, Thofazzol Hossein, and Jia Uddin, "Cost-effective IoT-based automated vehicle headlight control system: design and implementation," Published in International Journal of Informatics and Communication Technology (IJ-ICT), vol. 14, pp. 325-333, 2025. Scopus, SJR 0.15, Impact Factor: 0.7.
Md. Abdur Rouf, Momotaz Begum, Jahid Hasan Rony, Nazmul Karim, and Mehedi Hasan Shuvo, "eHAJJ Guide: An Attempt To Make The Worship Of Pilgrims Easier", International Journal of Business and Management Future, 2023.
Momotaz Begum, Ariful Islam Shiplu, Mehedi Hasan Shuvo, Sumiya Ismat Jerin, M. Abdullah-al Wadud, and Jia Uddin, "Enhancing Reliability in Electrical Grids: A Hybrid Machine Learning Approach for Electrical Faults Classification," (Submitted to IEEE Access), Scopus.
Momotaz Begum, Mehedi Hasan Shuvo, and Jia Uddin, "MLRec: A Machine Learning-Based Recommendation System for High School Students," (Submitted to International Journal of Computing and Digital Systems), Scopus.
Momotaz Begum, Mehedi Hasan Shuvo, Md. Taufik Hasan, Jia Uddin, and Md Abdus Samad, "eHMS with e-card: A single electronic student card and web-based student hall management system," (Submitted to Scientific Reports 12 June 2024), Scopus.
Poster Article
Momotaz Begum, Mehedi Hasan Shuvo, Md. Golam Mostofa, ABM Kamrul Islam Riad, Md Arabin Islam Talukder, Mst Shapna Akter, and Hossain Shahriar, "M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling Outliers," 39th ACM/SIGAPP Symposium on Applied Computing (SAC '24), (pp. 1034–1035), Scopus.
Mehedi asan Shuvo, Md. Sarowar Jahan, Saidul Haque, and Md. Masud Khan, "Iot-Powered Solutions for Mitigating Industrial Wastewater Pollution in Bangladesh's Aquatic Ecosystems," Technomize 1.0, 18th May 2024.
Conference Proceedings
Khawja Imran Masud, Mehedi Hasan Shuvo, Abdullah Al Mamun, Jyotirmay Mallick, Mst. Raonik Jannat, and Md. Obaidur Rahman (2023 December), "Developing an IoT-based Child Safety and Monitoring System: An Efficient Approach," 26th International Conference on Computer and Information Technology (ICCIT), Cox's Bazar, Bangladesh, (pp. 1-6), Scopus.
Abdullah Al Mamun, Mehedi Hasan Shuvo, Towhidul Islam, Dwin Islam, Md. Jakirul Islam, and Faysal Amin Tanvir (2024 April), "Developed an IoT-based smart solar energy monitoring system for environmental sustainability," 3rd International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), Gazipur, Bangladesh, (pp. 1-6).
Md. Obaidur Rahman, Lamia Islam, Nayeem Ullah, Mehedi Hasan Shuvo, Khawja Imran Masud, Md. Latifur Rahman (November 2024), "Fuzzy Logic and IoT-based Solar Powered Sustainable Monitoring and Controlling System for Local Fish Farming," IEEE CS BDC Symposium 2024, Vol. 3.
Mahe Zabin, Syed Tasnimul Karim Ayon, Farhan Md Siraj, Mehedi Hasan Shuvo, Ho-Jin Choi, and Jia Uddin (February 2025), "Few-Shot Learning-Based Machine Fault Diagnosis Using EMD-Gammatone Spectrogram with Limited Labeled Audio Dataset," IEEE International Conference on Big Data and Smart Computing (BigComp 2025), Accepted.