• M.Sc. from University of Duisburg-Essen, Germany, 2018
• B.Sc. from University of Chittagong, 2009

1. Mathematics for Machine Learning: Linear Algebra, Awarded by Coursera.
2. Creative Self-management Skills, University of Duisburg-Essen, Germany.
3. Network Management & Monitoring, Awarded by University Grants Commission, Bangladesh.
4. Compatia’s Linux+ Certification, Awarded by New Horizon’s Bangladesh.
5. ITE Instructor Training 2020 (Cisco Networking Academy),  American International University Bangladesh.
6. University rules and regulations, SmartEdu, IT facilities and Email Etiquette, DIU.
7. Using ERP for Advising, Mentoring and Counseling
8. Student Mentoring Strategies for a Positive Teaching Environment
9. Effective Brainstorming and Mind Mapping Technique for Teaching Success

IoT, Data Science, Machine Learning,  Research Methodology

1. Leaf disease detection using convolutional neural networks: a proposed model using tomato plant leaves; Md Masum Billah, Azmery Sultana, Rakin Sad Aftab, Mir Maruf Ahmed, Mohammad Shorif Uddin; Neural Computing and Applicationss; Volume: 36; Page no: 43; Year: 2024
2. Stock price prediction: comparison of different moving average techniques using deep learning model; Md Masum Billah, Azmery Sultana, Farzana Bhuiyan, Mohammed Golam Kaosar; Neural Computing and Applications; Volume: 36; Page no: 61; Year: 2024
   Applications of IoT-Enabled Smart Model: A Model For Enhancing Food Service Operation in Developing Countries; Azmery Sultana, Md Masum Billah, Mir Maruf Ahmed, Rakin Sad Aftab, Mohammed Kaosar, Mohammad Shorif Uddin; Journal of Applied Engineering and Technological Science (JAETS); Volume: 5; Page no: 1123; Year: 2024
   Deep Facial Recognition: Unraveling Kinship Patterns Among Strangers Using CNN; Md Masum Billah, Rakin Sad Aftab, Mir Maruf Ahmed, Mohammad Shorif Uddin; 2024 IEEE International Conference on Computing, Applications and Systems (COMPAS); Volume: ; Page no: 9; Year: 2014                
3. Concept network using network text analysis; Masum Billah, Dipanita Saha, Farzana Bhuiyan, Mohammed Kaosar; Natural Language Processing and Information Retrieval; Volume: ; Page no: 18; Year: 2023                     
4. Political Fake News Detection from Different News Source on Social Media using Machine Learning Techniques; Mahfujur Rahman, Mehedi Hasan, Md Masum Billah, Rukaiya Jahan Sajuti; AIUB Journal of Science and Engineering (AJSE); Volume: 21; Page no: 7; Year: 2022                   
5. Grading System Prediction of Educational Performance Analysis Using Data Mining Approach; Rukaiya Jahan Sajuti Mahfujur Rahman, Mehedi Hasan, Md Masum Billah; Malaysian Journal of Science and Advance Technology; Volume: 2; Page no: 8; Year: 2022
6. Design and implementation of a feasible model for the IoT based ubiquitous healthcare monitoring system for rural and urban areas; Mohammad Nuruzzaman Bhuiyan, Md Masum Billah, Farzana Bhuiyan, Md Ashikur Rahman Bhuiyan, Nazmul Hasan, Md Mahbubur Rahman, Md Sipon Miah, Mohammad Alibakhshikenari, Farhad Arpanaei, Francisco Falcone, Mingbo Niu; IEEE Access; Volume: 10; Page no: 13; Year: 2022
   Analyzing The Effect of COVID-19 on Mental Health based on Bangladeshi University Students; Bristy Talukder Md Masum Billah, Din Mohammad Dohan, Afsara Tasnim, Shaily Sarker; ICCA '22: Proceedings of the 2nd International Conference on Computing Advancements; Volume: ; Page no: 10; Year: 2022
7. IoT Based Health Monitoring System and Its Challenges and Opportunities; Mohammad Nuruzzaman Bhuiyan, Md. M Billah, Dipanita Saha, Md. Mahbubur Rahman, Mohammed Kaosar; AI and IoT for Sustainable Development in Emerging Countries; Volume: 103; Page no: 12; Year: 2022                    
8. Unsupervised method of clustering and labeling of the online product based on reviews; Md Masum Billah, Mohammad Nuruzzaman Bhuiyan, Md Akterujjaman; International Journal of Modeling, Simulation, and Scientific Computing; Volume: 12; Page no: 17; Year: 2021
9. Internet of Things (IoT): A review of its enabling technologies in healthcare applications, standards protocols, security and market opportunities; Mohammad Nuruzzaman Bhuiyan, Dr. Md. Mahbubur Rahman, Md Masum Billah, Dipanita Saha; IEEE Internet of Things Journal; Volume: 8; Page no: 25; Year: 2021
10. Using Archived Comments on Learning Videos as a Resource for Question Answering; MD Billah, Dr Tobias Hecking, Prof Dr Ulrich Hoppe; International Journal of Scientific and Research Publications; Volume: 12; Page no: 13; Year: 2018
11. Integrating IoT-Based Smart Irrigation Systems to Optimize Crop Yield and Water Management for Sustainable Agriculture; A. Singha, H. L. Gope, A. M. Islam, S. Barman, Billah, Md Masum, and M. M. Hasan; ICCA 24-3rd International Conference on Computing Advancement; Volume: ; Page no: 7; Year: 2024
12. User Clustering-based Redundant Handover Mitigation in Ultra-dense Cellular Networks; N. J. Anannya, M. M. Hasan, Billah, Md Masum, S. Barman, and H. L. Gope; 3rd International Conference on Computing Advancements (ICCA 2024),; Volume: ; Page no: 7; Year: 2024
13. Custom Residual Networks and Transfer Learning: Tea Leaf Disease Detection; MM Billah, A. Sultana, MM Hasan, S. Barman, H.L Gope, M. Shorif Udddin; 4th International Conference on Distributed Computing and Electrical-Electronic Circuits (ICDCECE-2025); Volume: ; Page no: ; Year: 2025                    
14. An Optimized IoT-Based Real-Time Categorized Smart Waste Management System; Md Masum Billah, Azmery Sultana, Mohammad Mizenur Rahaman; The 4th International Conference on Electrical, Computer and Communication Engineering (ECCE); Volume: ; Page no: ; Year: 2025
15. Design and Implementation of Feasible Model for Water Drowning Detection System; Md Masum Billah, Azmery Sultana, Mohammad Shorif Uddin; The 4th International Conference on Electrical, Computer and Communication Engineering (ECCE); Volume: ; Page no: ; Year: 2025

IoT, Machine Learning

• American International University Bangladesh