Lecturer, Department of CSE
Mangsura Kabir Oni
Designation: Lecturer, Department of CSE
Qualification: M.Sc & B.Sc. in CSE from Jahangirnagar University, Dhaka.
E-mail: mangsurakabir@uob.edu.bd
Mangsura Kabir Oni is a Lecturer, AI Researcher, and emerging scholar in the Department of Computer Science and Engineering at the University of Brahmanbaria. She holds B.Sc. and M.Sc. degrees in Computer Science and Engineering from Jahangirnagar University.
Her research interests lie in Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Explainable AI, and Low-Resource Language Processing, with a strong emphasis on developing practical, innovative, and socially relevant AI solutions. Her research spans applications in agriculture, education, language technology, and sentiment analysis.
She has published research in Elsevier’s Data in Brief and contributed to international conferences. She is also a recipient of the NST Fellowship 2025, along with recognition for academic excellence and innovation.
AI Researcher | Educator | Innovator | Driven by impactful research and meaningful technological advancement
M.Sc. in Computer Science and Engineering
Jahangirnagar University
Savar, Dhaka
Lecturer, Department of Computer Science and Engineering
University of Brahmanbaria, Brahmanbaria, 3400, Bangladesh
March 2025 – Present
- Teaching undergraduate courses.
- Guiding students in academic projects and research.
- Contributing to curriculum development and departmental activities.
- A comprehensive dataset of tomato leaf images for disease analysis in Bangladesh.
Mangsura Kabir Oni, Tabia Tanzin Prama. Data in Brief, Elsevier, vol. 59, 2025, Article 111327. - A Dataset for Translating Local Bangla (Sylheti) Dialects into Standard Bangla.
Tabia Tanzin Prama, Mangsura Kabir Oni. Data in Brief, Elsevier, vol. 65, April 2026, Article 112576. https://doi.org/10.1016/j.dib.2026.112576. Corresponding author: Mangsura Kabir Oni. - Optimized Custom CNN for Real-Time Tomato Leaf Disease Detection.
Tabia Tanzin Prama, Mangsura Kabir Oni. In Proceedings of the International Conference on Computational Science (ICCS), Springer Nature Switzerland, 2025, pp. 81–88. - Transformer-Based Low-Resource Language Translation: A Study on Standard Bengali to Sylheti.
Mangsura Kabir Oni, Tabia Tanzin Prama. Manuscript under revision at Engineering Reports (Wiley, Open Access; Impact Factor: 2.0, CiteScore: 4.1). - Student Performance Prediction Using Machine Learning and Explainable AI.
Tabia Tanzin Prama, Mangsura Kabir Oni, Mehedi Hasan. Accepted for presentation at the 28th International Conference on Computer and Information Technology (ICCIT), 19–21 December 2025, Cox’s Bazar, Bangladesh.
(Paper submitted for journal publication; not presented at ICCIT.) - A Robust Ensemble Approach for Aspect-Based Sentiment Analysis of Skincare Product Reviews on Bangladeshi E-Commerce Platforms.
Mangsura Kabir Oni (4th author). (Currently Under Review in a journal)
- NST Fellowship 2025 — Awarded by the National Science and Technology (NST) Fellowship Program, Bangladesh, for M.Sc. thesis research.
- Merit-Based Scholarship (B.Sc.) — Received merit scholarship for outstanding academic performance during B.Sc. in Computer Science and Engineering.
- Secured 2nd position (1st Runner up) in Idea Pitching of Online Girls’ Innovation and Entrepreneurship BootCamp-III.