1. Master in Computer Science and Engineering, Chittagong University of Engineering & Technology (CUET) (Ongoing)
2. Bachelor of Science in Computer Science and Engineering, International Islamic University Chittagong (IIUC), 2023

1.   University rules and regulations, SmartEdu, Email Etiquette & IT Facilities at DIU, facilitated by Dr. Mohammed Nadir Bin Ali, Registrar, DIU.
2.   Institutional Best Practices for Navigating Continuous Innovation in Education, facilitated by Professor Dr. M. R. Kabir Vice Chancellor, Daffodil International University.
3.   Outcome-based Lesson Preparation for Effective Teaching, facilitated by Outcome-based Lesson Preparation for Effective Teaching.
4.   Research Culture at DIU & High impact publication, facilitated by Dr. Mahfuza Parveen, Associate Professor, Department of ESDM Director (Division of Research)
5. Using ERP for Advising, Mentoring and Counseling, facilitated by Dr. Shaikh Muhammad Allayear, Professor, MCT & Proctor & Dr. Srimanti Roy Choudhury Associate Professor.
6. Understanding Teaching Pedagogy and Andragogy for Effective Tertiary Teaching, facilitated by Prof. Mohammad Rokibul Kabir, PhD Director of HRDI & Head, Department of Accounting Faculty of Business & Entrepreneurship
7.   Effective Student Communication: Feedback Strategies and English as a Medium of Instruction, facilitated by Ms Tahsina Yasmin, Associate Professor, Department of English & Additional Director of HRDI.
8.   Student centric classroom design, facilitated by Prof. Dr. Ahmed Mustafa, Professor of Biology, Department of Biological Sciences, Purdue University Fort Wayne, USA and Mr. Amir Hamza Assistant Director (HRDI).
9. Using Online Facilities in Teaching: Blended Learning Center & Online Resources. Classroom Management & Teaching Strategies at Tertiary Level, facilitated by Prof. Dr. Bimal Chandra Das, Associate Dean and Professor, Faculty of Science and Information Technology.
10. BLC & EDpuzzle (Technical), facilitated by Mr. Rakibuzzaman Asif Administrative Officer. Effective Assessment & Feedback for Quality Education & Preparation of Questions and Course file, facilitated by Mr. Md. Fouad Hossain Sarker, Associate Professor and Head, Department of Development Studies.
11. Outcome Based Education (OBE) & Bloom’s Taxonomy by Mr. Md. Dara Abdus Satter Associate Professor and Head, Department of Electrical and Electronic Engineering
12. Exam Control, Rules & regulation by Mr. Mominul Haque Majumder, Controller of Examinations, DIU.

13. Research Expectations/Culture by Professor Dr. Gias U. Ahsan, PhD, Advisor, Strateg.
14. Designing Alternative Learning & Assessments: From Traditional to Tech-infused Education by Dr. Imran Mahmud Professor and Head Department of Software Engineering.
15. Making Teaching Simulation & Gamification: Experiential Learning Strategies for the modern workplace by Mr. Amit Chakraborty, Assistant Professor, CSE, DIU

16. Leadership & Skill Development by Dr. Md. Sabur Khan, Honorable Chairman, BoT, DIU.

Computer fundamentals, Structured programming, Competitive Programming, Algorithms, Data Structures, Mathematical Analysis for computer science, Neumerical Method, Database management system, Compiler, Object Oriented Programming, Web Engineering, Operating sytem, Data mining and Machine Learning, Digital Image Processing, Data Science, Computer Graphics

Journal:

1. Birahim, Shaikh Afnan, Avijit Paul, Fahmida Rahman, Yamina Islam, Tonmoy Roy, Mohammad Asif Hasan, Fariha Haque, and Muhammad EH Chowdhury. "Intrusion detection for wireless sensor network using particle swarm optimization based explainable ensemble machine learning approach." IEEe Access 13 (2025): 13711-13730.
2. Haque, Fariha, Mohammad Asif Hasan, Md Abu Ismail Siddique, Tonmoy Roy, Tonmoy Kanti Shaha, Yamina Islam, Avijit Paul, and Muhammad EH Chowdhury. "An end-to-end concatenated CNN attention model for the classification of lung cancer with XAI techniques." IEEE Access 13 (2025): 96317-96336.
3. Paul, Avijit, Farjahan Akter Boby, Yamina Islam, Fariha Haque, Yeasin Arafat, Mohammad Asif Hasan, Mominul Ahsan, and Hanaa A. Abdallah. "A lightweight explainable deep learning framework for coal classification." Scientific Reports (2026).

Conference papers:

1. Islam, Yamina, Sanjida Nowrin, Majed Ibrahim Faqih, Fozia Sultana, Erfanul Hoque Bahadur, and Abdul Kadar Masum. "Enhancing Women's Safety Through Customized Smartphone Sensor Data: A Human Activity Recognition System." In 2023 IEEE 9th International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE), pp. 154-159. IEEE, 2023.
2. Akter, Subrina, Yamina Islam, Mahfuza Maisha, Mohammad Shamsul Arefin, and Ahmed Wasif Reza. "A novel association rule mining approach based on bio-inspired algorithms for air quality analysis in Dhaka, Bangladesh." In 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), pp. 1-6. IEEE, 2025.
3. Azad, Md Abul Kalam, ABM Yasir Arafat, Abdul Kadar Muhammad Masum, Yamina Islam, Md Maruf Hassan, and Dewan Md Farid. "An optimized ensemble learning framework for credit card fraud detection with explainable ai." In 2025 International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN), pp. 1-6. IEEE, 2025.
4. Masum, Abdul Kadar Muhammad, Mohammad Zahir Raihan, Md Fokrul Islam Khan, Yamina Islam, Md Khaliluzzaman, and Md Abul Kalam Azad. "Enhancing Fraud Detection in Imbalanced Datasets: A Novel LSTM-Transfer Learning Model with Feature Selection." In 2025 International Conference on Intelligent and Secure Engineering Solutions (CISES), pp. 325-331. IEEE, 2025.
5. Islam, Arfanul, Yamina Islam, Taivan Reza Dipta, Mohammad Naimul Islam Shanto, and Md Sorowar Mahabub Rabby. "Predicting Low and Normal Phosphorus Tolerance in Maize Using Advanced Ensemble Classifiers." In 2024 International Conference on Recent Progresses in Science, Engineering and Technology (ICRPSET), pp. 1-6. IEEE, 2024.

Review Experience:

Reviewer, International Journal of Computational Intelligence Systems

Artificial Intelligence, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision.

1. Research Award in Recognition of Research Excellence in Reputed Indexed Journals for the Year 2025, Center for Research & Publications (CRP), IIUC, 2026
2. Received a merit-based tuition waiver for academic excellence from 2018 to 2023, IIUC.
3. Academic Scholarship in Primary School Certificate and Junior School Certificate Board Exams.
4. Awarded as an Assistant Contest Programming Secretary at IIUC Computer Club, organized and managed programming contests and club activities.
5. Awarded as an Event Organizer Secretary at IIUC Computer Club, coordinated and executed various technical events and workshops.
6. Champion in Graphic Design Competition organized by Digital IT Institute, recognized for creativity and design excellence.

1. Research Assistant (Part-time), Southeast University, Dhaka, Bangladesh (April 2025 – September 2025)
2. Adjunct Fellow (Contractual), Asian University for Women, Bangladesh (May 2025 – August 2025)
3. Assistant Lecturer (Full time), International Islamic University Chittagong (IIUC), Chattogram, Bangladesh (June 2024 – January 2025)
4. Adjunct Lecturer (Contractual), International Islamic University Chittagong (IIUC), Chattogram, Bangladesh (July 2023 – August 2024)
5. Teaching Assistant (Part-time), International Islamic University Chittagong (IIUC), Chattogram, Bangladesh (September 2021 – June 2023)