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RUMANA YASMIN

RUMANA YASMIN

Lecturer

Department of Computer Science and Engineering
Faculty of Science & Technology (FST)

rumana.yasmin@bup.edu.bd

BANGLADESH UNIVERSITY OF PROFESSIONALS
Mirpur Cantonment, Dhaka-1216

Biography

Rumana Yasmin is a Lecturer in the Department of Computer Science and Engineering at BUP serving since 2024. She has completed her B.Sc. in Computer Science and Engineering and M.Sc. in Computer Science and Engineering from Jahangirnagar University. Her research interests lie in machine learning, computer vision, Graph Neural Networks, NLP and their real-world applications, particularly in healthcare and smart systems. She is passionate about research that bridges theory and practice to create impactful solutions.scopus id: https://www.scopus.com/authid/detail.uri?authorId=57346800600orcid id: https://orcid.org/0009-0003-5599-5447researchGate: https://www.researchgate.net/profile/Rumana-Yasmin-3Google Scholar: https://scholar.google.com/citations?user=6DCAdz4AAAAJ&hl=en&authuser=1

Last Updated: 06 Oct 2026

Education
S.S.C, Faridpur Govt. Girls' High School
H.S.C, Govt. Sarda Sundari Mohila College
Bachelor of Science (BSc), Jahangirnagar University
Master of Science (Tech), Jahangirnagar University

Last Updated: 06 Oct 2026

Journal Publication
1. Carrot disease recognition using deep learning approach for sustainable agricultureNR Methun, R Yasmin, N Begum, A Rajbongshi, ME IslamInternational Journal of Advanced Computer Science and Applications 12 (9)DOI:10.14569/IJACSA.2021.0120981
2. Butterfly detection and classification techniques: A reviewR Yasmin, A Das, LJ Rozario, ME IslamIntelligent Systems with Applications, 200214https://doi.org/10.1016/j.iswa.2023.200214
3. ONUBAD: An Extensive Dataset for Automated Translation of Bangla Regional Dialectsinto Standard Bengali LanguageNusrat Sultana, Rumana Yasmin, Bijon Mallik and Mohammad Shorif UddinData in Brief, Elsevierhttps://doi.org/10.1016/j.dib.2025.111276
4. Bangla Sign Language Recognition: A Comprehensive Review of Machine Learning Approaches and Data SourcesJasiya Fairiz Raisa, Rumana YasminJournal of FST, ISSN: 2959-4812, Volume - 03, Issue - 01, July 2025DOI: https://doi.org/10.64494/JFST/jr/2025/03/53-86 

Last Updated: 06 Oct 2026

Conference Papers
1. Handwritten Chakma Numeral Classification using Deep Learning and Genetic Algorithm 2024 IEEE Conference on Computing Applications and Systems Compas 20242024 | Conference paperDOI: 10.1109/COMPAS60761.2024.10796391Part of ISBN: 9798331529765Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.Received BEST POSTER AWARD
2. Spectral Feature Based Speech Recognition for Indigenous Chakma Language Using Deep Learning2024 27th International Conference on Computer and Information Technology Iccit 2024 Proceedings2024 | Conference paperDOI: 10.1109/ICCIT64611.2024.11021811Part of ISBN: 9798331519094Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.
3. Recognition of Butterflies of Bangladesh using Deep Learning13th International Conference on Electrical and Computer Engineering Icece 20242024 | Conference paperDOI: 10.1109/ICECE64886.2024.11024854Part of ISBN: 9798331531782Contributors: Yasmin, R.; Das, A.; Rozario, L.J.; Islam, M.E.

Last Updated: 06 Oct 2026

Researchs
Artificial Intelligence, Machine Learning, Computer Vision, Deep Learning, Medical Imaging, Natural Language Processing, Graph Neural Networks, Explainable AI

Last Updated: 06 Oct 2026

Awards
National Science and Technology (NST) Fellowship (2022-23)   Academic Supplementary Scholarship (2019, 2020, 2021) Jahangirnagar University  Government Scholarship (Talentpool Grade) on Higher Secondary School Certificate (H.S.C.) examination result (108th place - Dhaka Board) Government Scholarship (General Grade) on Secondary School Certificate (S.S.C.) examination result Government Scholarship (General Grade) on Junior School Certificate (J.S.C.) examination result

Last Updated: 06 Oct 2026

Courses
Jul - Dec 2024

1. Compiler
2. Compiler Laboratory
3. Database Management Systems Laboratory
4. Operating Systems Laboratory
Jan - Jun 2025

1. Data Structures and Algorithms I
2. Data Structures and Algorithms I Laboratory
3. Software Engineering Laboratory
4. Object Oriented Programming Laboratory
Jul - Dec 2025

1. Compiler
2. Compiler Laboratory
3. Object Oriented Programming II Laboratory
4. Digital Logic Design Laboratory
Jan - Jun 2026

1. Compiler
2. Compiler Laboratory
3. Software Engineering Laboratory
4. Microprocessors and Microcontrollers Laboratory
5. Machine Learning Laboratory

Last Updated: 06 Oct 2026

S.S.C, Faridpur Govt. Girls' High School
H.S.C, Govt. Sarda Sundari Mohila College
Bachelor of Science (BSc), Jahangirnagar University
Master of Science (Tech), Jahangirnagar University

Last Updated: 06 Oct 2026

1. Carrot disease recognition using deep learning approach for sustainable agricultureNR Methun, R Yasmin, N Begum, A Rajbongshi, ME IslamInternational Journal of Advanced Computer Science and Applications 12 (9)DOI:10.14569/IJACSA.2021.0120981
2. Butterfly detection and classification techniques: A reviewR Yasmin, A Das, LJ Rozario, ME IslamIntelligent Systems with Applications, 200214https://doi.org/10.1016/j.iswa.2023.200214
3. ONUBAD: An Extensive Dataset for Automated Translation of Bangla Regional Dialectsinto Standard Bengali LanguageNusrat Sultana, Rumana Yasmin, Bijon Mallik and Mohammad Shorif UddinData in Brief, Elsevierhttps://doi.org/10.1016/j.dib.2025.111276
4. Bangla Sign Language Recognition: A Comprehensive Review of Machine Learning Approaches and Data SourcesJasiya Fairiz Raisa, Rumana YasminJournal of FST, ISSN: 2959-4812, Volume - 03, Issue - 01, July 2025DOI: https://doi.org/10.64494/JFST/jr/2025/03/53-86 

Last Updated: 06 Oct 2026

1. Handwritten Chakma Numeral Classification using Deep Learning and Genetic Algorithm 2024 IEEE Conference on Computing Applications and Systems Compas 20242024 | Conference paperDOI: 10.1109/COMPAS60761.2024.10796391Part of ISBN: 9798331529765Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.Received BEST POSTER AWARD
2. Spectral Feature Based Speech Recognition for Indigenous Chakma Language Using Deep Learning2024 27th International Conference on Computer and Information Technology Iccit 2024 Proceedings2024 | Conference paperDOI: 10.1109/ICCIT64611.2024.11021811Part of ISBN: 9798331519094Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.
3. Recognition of Butterflies of Bangladesh using Deep Learning13th International Conference on Electrical and Computer Engineering Icece 20242024 | Conference paperDOI: 10.1109/ICECE64886.2024.11024854Part of ISBN: 9798331531782Contributors: Yasmin, R.; Das, A.; Rozario, L.J.; Islam, M.E.

Last Updated: 06 Oct 2026

Last Updated:

Artificial Intelligence, Machine Learning, Computer Vision, Deep Learning, Medical Imaging, Natural Language Processing, Graph Neural Networks, Explainable AI

Last Updated: 06 Oct 2026

National Science and Technology (NST) Fellowship (2022-23)   Academic Supplementary Scholarship (2019, 2020, 2021) Jahangirnagar University  Government Scholarship (Talentpool Grade) on Higher Secondary School Certificate (H.S.C.) examination result (108th place - Dhaka Board) Government Scholarship (General Grade) on Secondary School Certificate (S.S.C.) examination result Government Scholarship (General Grade) on Junior School Certificate (J.S.C.) examination result

Last Updated: 06 Oct 2026

Jul - Dec 2024

1. Compiler
2. Compiler Laboratory
3. Database Management Systems Laboratory
4. Operating Systems Laboratory
Jan - Jun 2025

1. Data Structures and Algorithms I
2. Data Structures and Algorithms I Laboratory
3. Software Engineering Laboratory
4. Object Oriented Programming Laboratory
Jul - Dec 2025

1. Compiler
2. Compiler Laboratory
3. Object Oriented Programming II Laboratory
4. Digital Logic Design Laboratory
Jan - Jun 2026

1. Compiler
2. Compiler Laboratory
3. Software Engineering Laboratory
4. Microprocessors and Microcontrollers Laboratory
5. Machine Learning Laboratory

Last Updated: 06 Oct 2026