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Maharin Afroj

Lecturer — Department of Computer Science & Engineering

Maharin Afroj

Lecturer - Department of Computer Science & Engineering

Email: maharinshova@gmail.com

Blood Group: O+

Professional Summary

Maharin Afroj is a lecturer at the Department of Computer Science and Engineering, Bangladesh University of Business and Technology (BUBT), Bangladesh. She completed her B.Sc. in Computer Science and Engineering from BUBT with specialization in Artificial Intelligence. Her research interest includes Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Medical Image Analysis, Bioinformatics, Explainable Artificial Intelligence (XAI), Cybersecurity. She has published several papers in international journals and conferences . Her research interests include AI-enabled healthcare, network security and intelligent data analytics. She has been awarded as “Top Woman Research Contributor” at BUBT for her research contribution.

Education

Secondary School Certificate (SSC)

Major: Science Group

Institute: Dhaka

Passing Year: 2017

Higher Secondary Certificate (HSC)

Major: Science

Institute: Dhaka

Passing Year: 2019

Bachelor of Science (B.Sc. Hons)

Major: Computer Science & Engineering

Institute: Bangladesh University of Business and Technology

Passing Year: 2024

Academic Experience

Institute Department Position Year
Bangladersh University of Business and Technology CSE Lecturer 01 Jul 2025 - Till Date
Bangladersh University of Business and Technology CSE Teaching assistant 05 Jan 2024 - 30 Jun 2024

Professional Experience

Institute Department Position Year
Bangladersh University of Business and Technology CSE Teaching assistant 05 Jan 2024 - 30 Jun 2024

Journal Papers

S.M. Nuruzzaman Nobel , Maharin Afroj , Md Mohsin Kabir , M.F. Mridha, "Development of a Cutting-Edge Ensemble Pipeline for Rapid and Accurate Diagnosis of Plant Leaf Diseases, " In: Journal of Artificial Intelligence in Agriculture, (2024-01-01) .
Muhammad Mostafa Monowar, S. M. Nuruzzaman Nobel, Maharin Afroj, Md Abdul Hamid, Md Mohsin Kabir, M. F. Mridha, "(2024)Advanced Sleep Disorder Detection Using Multi-Layered Ensemble Learning and Advanced Data Balancing Techniques, " In: Frontiers in Artificial Intelligence, (2024-01-01) .
Maharin Afroj; Khan Md Sadbin Rifat; Md. Saifur Rahman, "Enhanced Detection of DoS/DDoS Attacks in SDN Using Ensemble and Hybrid CNN-LSTM Models., " In: IEEE Xplore Digital Library, (2024-01-01) .
Prodipta Promit Mukherjee, Maharin Afroj, Sohaima Hossain & Milon Biswas, "Towards a Digital Twin Integrated DLT and IoT-Based Automated Healthcare Ecosystem, " In: Springer Nature, (2022-01-01) .
"(2024) Towards Explainable AI in Agriculture: Enhanced Vision Transformer with ML Classifier for Bean Disease Detection., " In: Springer book titled “Machine Vision in Plant Leaf Disease Detection for Sustainable Agriculture., (1900-01-01) .

Conference Papers

Shirin Sultana; Md. Saifur Rahman; Maharin Afroj, "An efficient fraud detection mechanism based on machine learning and blockchain technology", In: Proceedings of the 2023 International Conference on Innovation and Intelligence for Informatics, Computing & Technololg, , 1900-01-01 1900-01-01,
Shirin Sultana; Md. Saifur Rahman; Maharin Afroj, "An efficient fraud detection mechanism based on machine learning and blockchain technology", In: Proceedings of the 2023 International Conference on Innovation and Intelligence for Informatics, Computing & Technololg, , 1900-01-01 1900-01-01,

AWARDS AND RESEARCH GRANTS

Award Title Organization Award year Awardee Position Award Description
First Runners-Up IEEE CS BDC IEEE CS BDC 2024-01-01 Paper presentation at the IEEE CS BDC Symposium 2024, Topic -Deep Learning Technique for Cervical Cancer Diagnosis Utilizing Convolutional Brief Network.
Champion HULT prize OnCampus HULT prize OnCampus 2022-01-01 MUKUL an online based market place based idea which includes some AI technique.
English Oratory competition IEEE BUBT SB IEEE BUBT SB 2021-01-01
Seventh position DU IIT DU IIT 2024-01-01 Secured 7th position in Luna Shamsuddoha All Girl Programming Contest 2024 individual Hosted By DU IIT.
Champion CUSS CUSS 2024-01-01 Hardware Project Showcasing At IT Fiesta 2024 Organized By CUSS.