Abu Bakar Siddique Mahi
Research Assistant — BUBT Research Graduate School
Abu Bakar Siddique Mahi
Research Assistant
BUBT Research Graduate School
Email: absmahi17500@gmail.com
Blood Group: B+
Professional Summary
Education
Bachelor of Science in Engineering (B.Sc. Engr)
Major: Computer Science and Engineering
Institute: University of Asia Pacific (Bangladesh)
Passing Year: 2024
Master of Science in Engineering (MSc Engr)
Major: Computer Science and Engineering
Institute: BRAC University
Passing Year: 2026
Academic Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| University of Asia Pacific | Computer Science and Engineering | Teaching Assistant | 14 Jul 2024 - 15 Jan 2025 |
Professional Experience
| Institute | Department | Position | Year |
|---|---|---|---|
| Bangladesh University of Business and Technology | BUBT Research Graduate School | Research Assistant | 01 Dec 2025 - Till Date |
| University of Asia Pacific | Institute for Research and Innovation Development IRID | Research Assistant | 10 Mar 2025 - 30 Nov 2025 |
Journal Papers
Md Jahid Hasan, Mahmudul Hasan, Sumya Akter, Abu Bakar Siddique Mahi, Md Palash Uddin, "Enhancing brain tumor classification with a novel attention based explainable deep learning framework, " In: Biomedical Signal Processing and Control, 112 (2025-01-01) . doi.org/10.1016/j.bspc.2025.108636
Abu Bakar Siddique Mahi, Farhana Sultana Eshita, Tasnim Jahin Mowla, Shah Murtaza Rashid Al Masud, Tanjina Helaly, Mahmudul Hasan, "BrainDxNet: A custom convolutional neural network for brain tumor diagnosis with explainability, " In: Heliyon, 12(10), (2026-01-01) . 10.1016/j.heliyon.2026.e45000
Noor Mairukh Khan Arnob, Abu Bakar Siddique Mahi, "One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks, " In: The Proceedings of the First Workshop on NLP and LLMs for the Iranian Language Family, 98104 (2026-01-01) . 10.18653/v1/2026.silkroadnlp-1.10
Abu Bakar Siddique Mahi, Farhana Sultana Eshita, Monowara Tabassum Maisha, Aloke Kumar Saha, Shah Murtaza Rashid Al Masud, "Green Driving: Harnessing Machine Learning to Predict Vehicle Carbon Footprints and Interpreting Results with Explainable AI, " In: Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 2, 1-26 (2025-01-01) . doi.org/10.1007/978-3-031-95099-5_1
Farhana Sultana Eshita, Tasnim Jahin Mowla & Abu Bakar Siddique Mahi, "Feature Selection and Explainable AI for Transparent Windmill Power Forecasting, " In: Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 2, 73-97 (2025-01-01) . doi.org/10.1007/978-3-031-95099-5_4
Abu Bakar Siddique Mahi, Farhana Sultana Eshita, Tasnim Jahin Mowla, Aloke Kumar Saha, Shah Murtaza Rashid Al Masud, "Predicting Solar Radiation: A Fusion Approach with CatBoost and Random Forest Ensemble Enhance by Explainable AI, " In: Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 2, 155-180 (2025-01-01) . doi.org/10.1007/978-3-031-95099-5_7
Abu Bakar Siddique Mahi, Farhana Sultana Eshita, Nishat Tasnim, Aloke Kumar Saha, Shah Murtaza Rashid Al Masud, "Exploring Feature Selection Techniques in Predicting Indian Household Electricity Consumption, " In: Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 2, 219-241 (2025-01-01) . doi.org/10.1007/978-3-031-95099-5_10
Abu Bakar Siddique Mahi, Tasnim Jahin Mowla, Aloke Kumar Saha & Shah Murtaza Rashid Al Masud, "Modeling Nuclear Fusion Reaction Occurrence with Advanced Deep Learning Techniques: Insights from LIME and SMOTE, " In: Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 2, 181-202 (2025-01-01) . doi.org/10.1007/978-3-031-95099-5_8
Farhana Sultana Eshita, Tasnim Jahin Mowla, Abu Bakar Siddique Mahi, "Explainable AI in Energy Forecasting: Understanding Natural Gas Consumption Through Interpretable Machine Learning Models, " In: Machine Learning Technologies on Energy Economics and Finance: Energy and Sustainable Analytics, Volume 1, 57-77 (2025-01-01) .
Tanmoy Mazumder, Fariha Nusrat, Abu Bakar Siddique Mahi, Jolekha Begum Brishty, Rashik Rahman, Tanjina Helaly, "Automated and efficient Bangla signboard detection, text extraction, and novel categorization method for underrepresented languages in smart cities, " In: Results in Engineering, 26 105156 (2025-01-01) . doi.org/10.1016/j.rineng.2025.105156
Nakiba Nuren Rahman, Abu Bakar Siddique Mahi, Durjoy Mistry, Shah Murtaza Rashid Al Masud, Aloke Kumar Saha, Rashik Rahman, Md Rajibul Islam, "FallVision: A benchmark video dataset for fall detection, " In: Data in Brief, 59 111440 (2025-01-01) .
Farhana Sultana Eshita, Abu Bakar Siddique Mahi, Aloke Kumar Saha & Shah Murtaza Rashid Al Masud, "Advancing Cancer Diagnosis with LungColonGuard: A Deep Learning Framework For Lung and Colon Cancer Detection From Histopathological Image, " In: Novel and Intelligent Digital Systems: Proceedings of the 4th International Conference (NiDS 2024), 512-523 (2024-01-01) . doi.org/10.1007/978-3-031-73344-4_28
Abu Bakar Siddique Mahi, Farhana Sultana Eshita, Tasnim Jahin Mowla, Aloke Kumar Saha & Shah Murtaza Rashid Al Masud, "QBNet: A Lightweight Quantized Model for Dynamic Banana Disease Recognition, " In: Novel and Intelligent Digital Systems: Proceedings of the 4th International Conference (NiDS 2024), 512-523 (2024-01-01) . doi.org/10.1007/978-3-031-73344-4_44
Abu Bakar Siddique Mahi, Farhana Sultana Eshita, Tanjina Helaly, "An Efficient Convolutional Neural Network for Pneumonia Recognition from Chest X-Ray Images, " In: 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), 202-207 (2024-01-01) . 10.1109/ICEEICT62016.2024.10534356
Abu Bakar Siddique Mahi , Farhana Sultana Eshita, Tabassum Chowdhury, Rashik Rahman, Tanjina Helaly, "Vid: A Comprehensive Dataset for Violence Detection in Various Contexts, " In: Data in Brief, 57 110875 (2024-01-01) . doi.org/10.1016/j.dib.2024.110875
Abu Bakar Siddique Mahi, Farhana Sultana Eshita, Tanjina Helaly, "An Automated System for Wrong-Way Vehicle Detection using YOLO and DeepSORT, " In: 2023 5th International Conference on Sustainable Technologies for Industry 5.0 (STI), 1-6 (2023-01-01) . doi.og/10.1109/STI59863.2023.10465068
AWARDS AND RESEARCH GRANTS
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