Shamim Ahmed
Assistant Professor — Department of Computer Science & Engineering
Shamim Ahmed
Assistant Professor
Department of Computer Science & Engineering
Email: shamim.a@bubt.edu.bd
Phone:
Blood Group: A-
Joining: 2019-01-01
Professional Summary
To advance trustworthy, data-efficient AI—spanning machine/deep learning, explainability, and federated/edge settings—for impactful use in healthcare and intelligent systems, while mentoring students and building collaborative research capacity in academia. Research Interests: Artificial Intelligence & Machine Learning: supervised/unsupervised learning, deep learning architectures. Computer Vision & Image Processing: medical imaging, feature attribution/XAI for vision models. AI in Healthcare: AIDH/ML-enabled clinical decision support, e-health analytics. Federated/Edge Learning & Systems: privacy-aware learning, client selection, efficiency (latency/energy). Robotics & Autonomous Systems: perception-driven control, assistive technologies. Computer Networking & Data Analytics: networked AI systems, IoT data pipelines.
Education
Bachelor of Science in Engineering (B.Sc. Engr)
Major: Computer Science and Engineering
Institute: Dhaka University of Engineering & Technology
Passing Year: 2011
Master of Science in Engineering (MSc Engr)
Major: Computer Science and Engineering
Institute: Dhaka University of Engineering & Technology
Passing Year: 2014
Doctor of Philosophy (Ph.D)
Major: Information Technology
Institute: Jahangirnagar University
Passing Year: 2025
Academic Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| Bangladesh University of Business and Technology | CSE | Assistant Professor | 01 Feb 2015 - 31 May 2019 |
| Bangladesh University of Business and Technology | CSE | Lecturer | 01 Feb 2013 - 01 Feb 2015 |
| Dhaka International University | CSE | Lecturer | 01 Jan 2011 - 31 Jan 2013 |
Professional Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| Bangladesh Development Bank Limited Dhaka Bangladesh | Software development and IT | Engineering Intern | 01 Jun 2010 - 01 Dec 2010 |
| Bangladesh University of Business and Technology | CSE | Assistant Professor | 01 Feb 2015 - Till Date |
Journal Papers
Mohammod Abul Kashem, Md. Nasim Akhter, Shamim Ahmed, and Md.MahbubAlam, "Face Recognition System Based on Principal Component Analysis (PCA) with Back Propagation Neural Networks (BPNN), " In: International Journal of Scientific & Engineering Research (IJSER), 02(6), 108 (2011-01-01) .
Mohammod Abul Kashem, Shamim Ahmed, Md. Nasim Akhter, and Md. MahbubAlam, "Automatically Face Detection and Recognition System Based on Principal Component Analysis (PCA) with Back Propagation Neural Networks (BPNN), " In: International Journal of Computer & Information Technology (IJCIT), 02(1), 27 (2011-01-01) .
Shamim Ahmed, Momotaz Begum, FazlulHasan Siddiqui, and Mohammod Abul Kashem, "Dynamic Web Service Discovery Model Based on Artificial Neural Network with QoS Support, " In: International Journal of Scientific &Engineering Research (IJSER), 03(3), 1 (2012-01-01) .
Mohammod Abul Kashem, Momotaz Begum, SumayaKazary, and Shamim Ahmed, "The Proposal of a framework for implementation of present Governments Digital Bangladesh-2021, " In: International Journal of Scientific & Engineering Research (IJSER), 03(3), 1 (2012-01-01) .
Shamim Ahmed, A.K.M. NajmusSakib, Ishtiaque Mahmud , Md. Habibullah Belali & Samiur Rahman, "The Anatomy of Bangla OCR System for Printed Texts Using Back Propagation Neural Network, " In: Global Journal of Computer Science and Technology, Global Journals Inc (USA), 12(6), 29 (2012-01-01) .
A.K.M. NajmusSakib, Shamim Ahmed, Samiur Rahman, Ishtiaque Mahmud , & Md. Habibullah Belali, "WPA 2 (Wi-Fi Protected Access 2) Security Enhancement: Analysis & Improvement, " In: Global Journal of Computer Science and Technology, Global Journals Inc (USA), 12(6), 83 (2012-01-01) .
Ishtiaque Mahmud, A.K.M. NazmusSakib, and Shamim Ahmed, "A Security Analysis of On-line E-Voting System, " In: Journal of Dhaka International University, Dhaka, Bangladesh, 04(1), 33 (2012-01-01) .
Shamim Ahmed, Ishtiaque Mahmud, A.K.M. NazmusSakib, Md. Habibullah Belali, Moushumi Zaman Bonny, "Enabling Successful Business/Enterprise Collaboration with IT/IS, " In: International journal of Engineering Research and Applications (IJERA), 02(3), 294 (2012-01-01) .
Ishtiaque Mahmud, Shamim Ahmed, A.K.M. Nazmus Sakib, Quazi Emanual Alendey, IsratJahan, "E-Voting Security Protocol: Analysis & Solution, " In: International journal of Engineering Research and Applications (IJERA), 02(3), 293 (2012-01-01) .
Shamim Ahmed, "Applications of Graph Coloring in Modern Computer Science, " In: International Journal of Computer & Information Technology (IJCIT), University of Asia Pacific, 03(2), 1 (2013-01-01) .
Shamim Ahmed and Mohammod Abul Kashem, "Enhancing the Character Segmentation Accuracy of Bangla OCR using BPNN, " In: International Journal of Science and Research (IJSR), 02(12), 157 (2013-01-01) .
S. Ahmed, M. Shamim Kaiser, S. Chaki, A. B. M. Shawkat Ali, "Adaptive Federated Learning With Reinforcement Learning-Based Client Selection for Heterogeneous Environments, " In: IEEE Access, 13 131671-95 (2025-01-01) .
Shamim Ahmed, M. Shamim Kaiser, Sudipto Chaki, Saad Aloteibi, Mohammad Ali Moni, "Federated learning model with dynamic scoring-based client selection for diabetes diagnosis, " In: Knowledge-Based Systems, 320 113662 (2025-01-01) .
S. Ahmed, M. S. Kaiser, M. Shahadat Hossain, K. Andersson, "A Comparative Analysis of LIME and SHAP Interpreters With Explainable ML-Based Diabetes Predictions, " In: IEEE Access, 13 37370-88 (2024-01-01) .
Sultana R, Hassan MK, Hassan MR, Sourav SR, Huraira MA, Ahmed S, "An effective fake news detection on social media and online news portal by using machine learning, " In: Australian Journal of Engineering Innovation and Technology (Aust. J. Eng. Innov. Technol.), 4(5), 95-106 (2022-01-01) .
Md Julkar Nayeen Mahi, Sudipto Chaki, Shamim Ahmed, Milon Biswas, Shamim Kaiser, Mohammad Shahidul Islam, Mehdi Sookhak, Alistair Barros, Md Whaiduzza, "A Review on VANET Research: Perspective of Recent Emerging Technologies, " In: IEEE Access, 10 65760-83 (2022-01-01) .
S. Ahmed, M. K. Alam, M. R. A. Dipu, S. Debnath, S. Haque, T. Akhter, "A Cost-Effective Unmanned Ground Vehicle (UGV) Using Swarm Robotics Technology for Surveillance and Future Combat, " In: Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering (TCCE 2022), Springer Nature Singapore, - 159-171 (2023-01-01) .
S. Chaki, S. Ahmed, M. Biswas, I. Tamanna, "A Framework of an Obstacle Avoidance Robot for the Visually Impaired People, " In: Proceedings of Trends in Electronics and Health Informatics, Lecture Notes in Networks and Systems (LNNS), Springer, Singapore, 376 (2022-01-01) .
M. Mahi, J. Nayeen, S. Chaki, S. Ahmed, I. Tamanna, M. Biswas, "LCADP: a Low-Cost Accident Detection Prototype for a Vehicular Ad Hoc Network, " In: Proceedings of the Third International Conference on Trends in Computational and Cognitive Engineering, Springer, Singapore, - 391-403 (2022-01-01) .
S. Ahmed, R. Alam, M. R. Hossain, M. M. Islam, M. I. Hossain, T. Tabassum, "An IoT based Smart Robot that Aids in the Prevention of COVID19 Spread, " In: 2022 4th International Conference on Sustainable Technologies for Industry 4.0 (STI), - 1-6 (2022-01-01) .
S. Ahmed, S. N. Nobel, O. Ullah, "An Effective Deep CNN Model for Multiclass Brain Tumor Detection Using MRI Images and SHAP Explainability, " In: 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), - 1-6 (2023-01-01) .
S. Ahmed et al., "Human Skin Diseases Detection and Classification using CNN, " In: 2023 International Conference on Electrical, Computer and Communication Engineering (ECCE), - 1-6 (2023-01-01) .
S. Ahmed et al., "A Secured Peer-to-Peer Messaging System Based on Blockchain, " In: 2022 3rd International Conference on Intelligent Engineering and Management (ICIEM), - 332-337 (2022-01-01) .
S. Ahmed et al., "An Intelligent and Multi-Functional Stick for Blind People Using IoT, " In: 2022 3rd International Conference on Intelligent Engineering and Management (ICIEM), - 326-331 (2022-01-01) .
Md Naimur Rahaman, Sudipto Chaki, Md Shovon Biswas, Milon Biswas, Shamim Ahmed, Md. Julkar Nayeen Mahi, Nuruzzaman Faruqui, "Identifying the Signature of Suicidality: A Machine Learning Approach, " In: THEETAS, EAI, - (2022-01-01) .
M. N. Rahaman, M. S. Biswas, S. Chaki, M. M. Hossain, S. Ahmed, M. Biswas, "Lane Detection for Autonomous Vehicle Management: PHT Approach, " In: 2021 24th International Conference on Computer and Information Technology (ICCIT), - 1-6 (2021-01-01) .
S. Ahmed, A. Shome, M. Biswas, "A Scalable Peer-to-Peer Distributed Information System Supporting Multi-Attribute Range Query, " In: 2021 International Conference on Science & Contemporary Technologies (ICSCT), - 1-6 (2021-01-01) .
S. Chaki, S. Ahmed, N. N. Easha, M. Biswas, G. M. T. A. Sharif, D. A. Shila, "A Framework for LED Signboard Recognition for the Autonomous Vehicle Management System, " In: 2021 International Conference on Science & Contemporary Technologies (ICSCT), - 1-6 (2021-01-01) .
I. Tamanna, M. J. N. Mahi, S. Ahmed, M. Kader, A. Haque, M. Biswas, "Controlling Body Sources of Noise Generated by Niddle Electrogram Machines: A New EMG Idea for Skipping Traditional Approaches, " In: 2021 International Conference on Science & Contemporary Technologies (ICSCT), - 1-6 (2021-01-01) .
M. Biswas, A. J. Nova, M. K. Mahbub, S. Chaki, S. Ahmed, M. A. Islam, "Stock Market Prediction: A Survey and Evaluation, " In: 2021 International Conference on Science & Contemporary Technologies (ICSCT), - 1-6 (2021-01-01) .
M. Biswas, A. Shome, M. A. Islam, A. J. Nova, S. Ahmed, "Predicting Stock Market Price: A Logical Strategy using Deep Learning, " In: 2021 IEEE 11th Symposium on Computer Applications & Industrial Electronics (ISCAIE), - 218-223 (2021-01-01) .