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: 10 Jul 2025

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: 10 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: 10 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

4.

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

5. 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

6.

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: 10 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.

4.

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

5.

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.

6.

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: 10 Jul 2025

Researchs

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

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

Last Updated: 10 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

3. Jul - Dec 2024


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

4. 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: 10 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: 10 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

4.

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

5. 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

6.

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: 10 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.

4.

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

5.

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.

6.

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: 10 Jul 2025

Last Updated: 10 Jul 2025

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

Last Updated: 10 Jul 2025

Last Updated: 10 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
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: 10 Jul 2025