Projects per year
Personal profile
About
Professor Rana is an analytical thinker with strong problem-solving and leadership skills. He earned his Ph.D. in Computer Science from the University of Southern Mississippi (USM), United States, and joined Georgia Southern University in Fall 2025. Prior to that, he served at the University of Massachusetts Dartmouth, Florida Gulf Coast University, and the University of Alabama at Birmingham. He has extensive experience in data science and a solid foundation in mathematics and statistical model development. With over six years of research experience in applied cybersecurity and data science—including image processing, computer vision, artificial intelligence, machine learning, deep learning, and data mining—he brings hands-on expertise in applying advanced statistical techniques and modern machine learning methods.
Before beginning his doctoral studies, Professor Rana worked as a Senior Lecturer at Daffodil International University (DIU). He also gained over six years of professional experience in the technology industry in Bangladesh. His research interests include data science, machine learning, applied cybersecurity, digital image processing, computer vision, pattern recognition, e-learning, algorithm design, and blockchain technologies.
Alongside his strong research background, Professor Rana is currently prioritizing teaching while continuing his research. He has a deep passion for education and greatly enjoys working with students from diverse backgrounds. Whether mentoring beginners or guiding advanced research-oriented students, he finds fulfillment in fostering curiosity, growth, and innovation in the classroom.
Related links & documents
Education/Academic qualification
Computer Science, Ph.D., University of Southern Mississippi
2017 → 2021
Award Date: Dec 9 2021
Computer Science and Engineering, MSc, Mawlana Bhashani Science and Technology University
2012 → 2015
Computer Science and Engineering, BSc (Engr.), Mawlana Bhashani Science and Technology University
2006 → 2010
Scopus Subject Areas
- Artificial Intelligence
- Computer Vision and Pattern Recognition
- Computer Science Applications
- Statistics, Probability and Uncertainty
- Software
- Information Systems
Disciplines
- Computer Sciences
- Data Science
Research Interests
- Applied Cybersecurity
- Data Science
- Machine Learning and Data Mining
- Machine Learning and Neural Networks
- Blockchain
- Computer Algorithm Design and Analysis
- Medical Image Analysis
- Image Processing
- Computer Vision
- Smart Agriculture
- Brain Computer Interface
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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SDG 5 Gender Equality
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Collaborations and top research areas from the last five years
Projects/Grants
- 6 Active
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AI-based Smart Healthcare System using Quantum Sensing and Wearables
Rana, M. S. (PI)
07/1/25 → …
Project: Research
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Smart Agriculture: IoT-based Irrigation and Nutrient Management
Rana, M. S. (PI)
06/14/24 → …
Project: Research
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Agentic Mixture-of-Experts Forensics for Detecting and Localizing Deepfake Manipulations in Volumetric Lung Computed Tomography
Coffie, L., Ajuluchukwu, M., Mamud, A. & Rana, M. S., 2026, 2026 7th International Conference on Artificial Intelligence, Robotics, and Control, AIRC 2026. Institute of Electrical and Electronics Engineers Inc., p. 348-353 6 p. (2026 7th International Conference on Artificial Intelligence, Robotics, and Control, AIRC 2026).Research output: Contribution to book or proceeding › Conference article › peer-review
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A Lightweight CPU-Optimized Web Application for Real-Time Deepfake Detection using Deep Learning
Rahman, A., Walee, N. A., Sadik, S., Rana, M. S. & Chen, L., 2026, 2026 7th International Conference on Artificial Intelligence, Robotics, and Control, AIRC 2026. Institute of Electrical and Electronics Engineers Inc., p. 391-396 6 p. (2026 7th International Conference on Artificial Intelligence, Robotics, and Control, AIRC 2026).Research output: Contribution to book or proceeding › Conference article › peer-review
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Bangla Feminism Sentiment Detection on Social Media Using Transformer-Based Deep Learning Models
Rahman, S., Tanzid, M., Farsi, S. M. S., Tonmoy, M. K., Rana, M. S. & Rahman, M., 2026, 2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence and Networking, QPAIN 2026. Shah, M. S. (ed.). Institute of Electrical and Electronics Engineers Inc., (2026 IEEE 2nd International Conference on Quantum Photonics, Artificial Intelligence and Networking, QPAIN 2026).Research output: Contribution to book or proceeding › Conference article › peer-review
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BIoMT-VFL: Ensuring Blockchain-based Security and Privacy in Internet of Medical Things through Vertical Federated Learning
Rahman, A., Walee, N. A., Mahir, S. H., Tashrif, M. T. A. & Rana, M. S., 2026, 2026 7th International Conference on Artificial Intelligence, Robotics, and Control, AIRC 2026. Institute of Electrical and Electronics Engineers Inc., p. 428-433 6 p. (2026 7th International Conference on Artificial Intelligence, Robotics, and Control, AIRC 2026).Research output: Contribution to book or proceeding › Conference article › peer-review
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BrinjalFruitX: A field-collected image dataset for machine learning and deep learning-based disease identification in brinjal fruits
Bitto, A. K., Hasan, M. Z., Bijoy, M. H. I., Biplob, K. B. B., Hassan, M. M., Rana, M. S. & Masum, A. K. M., Feb 12 2026, In: Data in Brief. 65, 112490.Research output: Contribution to journal › Article › peer-review
Open Access
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International Conference on Information and Computer Technologies (Event)
Rana, M. S. (Member)
Mar 11 2026 → Mar 13 2026Activity: Membership › Committee Member
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International Conference on Information and Computer Technologies (Event)
Rana, M. S. (Member)
Mar 14 2025 → Mar 16 2025Activity: Membership › Committee Member
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ACM Workshop on Secure and Trustworthy Cyber-Physical Systems (Event)
Rana, M. S. (Member)
Jun 21 2024Activity: Membership › Committee Member
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International Conference on Information and Computer Technologies (Event)
Rana, M. S. (Co-Chair)
Mar 15 2024 → Mar 17 2024Activity: Membership › Committee Member
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ACM Workshop on Secure and Trustworthy Cyber-Physical Systems (Event)
Rana, M. S. (Member)
Apr 26 2023 → …Activity: Membership › Committee Member