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. Her research interests lie in machine learning, computer vision, 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=57346800600
orcid id: https://orcid.org/0009-0003-5599-5447
researchGate: https://www.researchgate.net/profile/Rumana-Yasmin-3
Google Scholar: https://scholar.google.com/citations?user=6DCAdz4AAAAJ&hl=en&authuser=1

Last Updated: 08 Jul 2025

Education
S.S.C, Faridpur Govt. Girls' High School
H.S.C, Govt. Sarda Sundari Mohila College
Honors, Jahangirnagar University
Masters, Jahangirnagar University

Last Updated: 08 Jul 2025

Journal Publication

1.

Carrot disease recognition using deep learning approach for sustainable agriculture
NR Methun, R Yasmin, N Begum, A Rajbongshi, ME Islam
International Journal of Advanced Computer Science and Applications 12 (9)
DOI:10.14569/IJACSA.2021.0120981

2. Butterfly detection and classification techniques: A review

R Yasmin, A Das, LJ Rozario, ME Islam
Intelligent Systems with Applications, 200214
https://doi.org/10.1016/j.iswa.2023.200214

3.

ONUBAD: An Extensive Dataset for Automated Translation of Bangla Regional Dialects
into Standard Bengali Language
Nusrat Sultana, Rumana Yasmin, Bijon Mallik and Mohammad Shorif Uddin
Data in Brief, Elsevier

Last Updated: 08 Jul 2025

Conference Papers

1.

Handwritten Chakma Numeral Classification using Deep Learning and Genetic Algorithm 
2024 IEEE Conference on Computing Applications and Systems Compas 2024
2024 | Conference paper
Part of ISBN: 9798331529765
Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.
Received BEST POSTER AWARD

2.

Spectral Feature Based Speech Recognition for Indigenous Chakma Language Using Deep Learning
2024 27th International Conference on Computer and Information Technology Iccit 2024 Proceedings
2024 | Conference paper
Part of ISBN: 9798331519094
Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.

3.

Recognition of Butterflies of Bangladesh using Deep Learning
13th International Conference on Electrical and Computer Engineering Icece 2024
2024 | Conference paper
Part of ISBN: 9798331531782
Contributors: Yasmin, R.; Das, A.; Rozario, L.J.; Islam, M.E.

Last Updated: 08 Jul 2025

Researchs

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

Last Updated: 08 Jul 2025

Courses

1. Jul - Dec 2024


1. Compiler
2. Compiler Laboratory
3. Database Management Systems Laboratory
4. Operating Systems Laboratory

2. 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

Last Updated: 08 Jul 2025

S.S.C, Faridpur Govt. Girls' High School
H.S.C, Govt. Sarda Sundari Mohila College
Honors, Jahangirnagar University
Masters, Jahangirnagar University

Last Updated: 08 Jul 2025

1.

Carrot disease recognition using deep learning approach for sustainable agriculture
NR Methun, R Yasmin, N Begum, A Rajbongshi, ME Islam
International Journal of Advanced Computer Science and Applications 12 (9)
DOI:10.14569/IJACSA.2021.0120981

2. Butterfly detection and classification techniques: A review

R Yasmin, A Das, LJ Rozario, ME Islam
Intelligent Systems with Applications, 200214
https://doi.org/10.1016/j.iswa.2023.200214

3.

ONUBAD: An Extensive Dataset for Automated Translation of Bangla Regional Dialects
into Standard Bengali Language
Nusrat Sultana, Rumana Yasmin, Bijon Mallik and Mohammad Shorif Uddin
Data in Brief, Elsevier

Last Updated: 08 Jul 2025

1.

Handwritten Chakma Numeral Classification using Deep Learning and Genetic Algorithm 
2024 IEEE Conference on Computing Applications and Systems Compas 2024
2024 | Conference paper
Part of ISBN: 9798331529765
Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.
Received BEST POSTER AWARD

2.

Spectral Feature Based Speech Recognition for Indigenous Chakma Language Using Deep Learning
2024 27th International Conference on Computer and Information Technology Iccit 2024 Proceedings
2024 | Conference paper
Part of ISBN: 9798331519094
Contributors: Methun, N.R.; Yasmin, R.; Islam, M.E.

3.

Recognition of Butterflies of Bangladesh using Deep Learning
13th International Conference on Electrical and Computer Engineering Icece 2024
2024 | Conference paper
Part of ISBN: 9798331531782
Contributors: Yasmin, R.; Das, A.; Rozario, L.J.; Islam, M.E.

Last Updated: 08 Jul 2025

Last Updated: 08 Jul 2025

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

Last Updated: 08 Jul 2025

Last Updated: 08 Jul 2025

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

Last Updated: 08 Jul 2025