Asraful
Machine Learning EnthusiastI am a Computer Science & Engineering graduate (BSc) from Daffodil International University (DIU), Savar, Dhaka, Bangladesh. Currently, I work as a Research Assistant in the Health and Informatics Lab at DIU. My expertise lies in machine learning, deep learning, and data science, where I focus on developing innovative solutions to complex problems in the health informatics domain. My work is driven by a passion for technology and its potential to make a meaningful impact on people's lives.
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My introduction
Experience
4 years workingCompleted
95+ Projects
Published
10+ ArticleI graduated with a BSc in Computer Science & Engineering from Daffodil International University (DIU), Savar, Dhaka. Currently, I am a Research Assistant at DIU's Health and Informatics Lab, specializing in machine learning, deep learning, and data science. My work is focused on creating innovative solutions in health informatics. I have co-authored ten peer-reviewed publications and collaborated with researchers from institutions like Green University, the University of Calgary, and VNR Vignana Jyothi Institute of Engineering and Technology.
Publications
My Most Recent Publications
Malnutrition prediction among under-five children using Machine learning techniques ......... ........
Md. A. S. Nirob, Md. P. Bishshash, and M. Assaduzzaman “A Benchmark Dataset for Analyzing Hematological Responses to Dengue Fever in Bangladesh,” Data in Brief, p. 111030, Oct. 2024, doi: Md. A. S. Nirob, Md. P. Bishshash, and M. Assaduzz...
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A comprehensive image dataset for the identification of lemon leaf diseases and computer vision appl...
K. Siam, Prayma Bishshash, Md. Asraful Sharker Nirob, S. B. Mamun, Md Assaduzzaman, and Sheak, “A Comprehensive Image Dataset for the Identification of Lemon Leaf Diseases and Computer Vision Applications,” Data in Brief, pp. 111244–111244,...
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XSE-TomatoNet: An explainable AI based tomato leaf disease classification method using EfficientNetB...
M. Assaduzzaman, P. Bishshash, Md. A. S. Nirob, A. A. Marouf, J. G. Rokne, and R. Alhajj, “XSE-TomatoNet: An Explainable AI based Tomato Leaf Disease Classification Method Using EfficientNetB0 with Squeeze-and-Excitation Blocks and Multi-Sc...
View ArticleA comprehensive dragon fruit image dataset for detecting the maturity and quality grading of dragon ...
T. Khatun, Md. A. S. Nirob, P. Bishshash, M. Akter, and M. S. Uddin, “A Comprehensive Dragon Fruit Image Dataset for Detecting the Maturity and Quality Grading of Dragon Fruit,” Data in Brief, p. 109936, Dec. 2023, doi: https://doi.org/10.1...
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Enhancing Credit Card Fraud Detection: A Novel Approach with Random Forest and Behavioral Biometrics...
Srinivasa Rao Adapa, and Md. Asraful Sharker Nirob. “Enhancing Credit Card Fraud Detection: A Novel Approach with Random Forest and Behavioral Biometrics.” International Journal for Research in Applied Science and Engineering Technology, vo...
View ArticleA comprehensive cotton leaf disease dataset for enhanced detection and classification ......... .......
Prayma Bishshash, Md. Asraful Sharker Nirob, Md. Habibur Shikder, Mr. Afjal Hossan Sarower, Dr. Touhid Bhuiyan, and Sheak, “A Comprehensive Cotton Leaf Disease Dataset for Enhanced Detection and Classification,” Data in Brief, pp. 110913–11...
View ArticleA benchmark dataset for analyzing hematological responses to dengue fever in Bangladesh ......... .....
M. Assaduzzaman, O. Islam, Md. A. S. Nirob, Md. M. H. Mim, and A. Mahmud, “A Benchmark Dataset for Analyzing Hematological Responses to Dengue Fever in Bangladesh,” Data in Brief, p. 111030, Oct. 2024, doi: https://doi.org/10.1016/j.dib.202...
View ArticleMalnutrition prediction among under-five children using Machine learning techniques ......... ........
Md. A. S. Nirob, Md. P. Bishshash, and M. Assaduzzaman “A Benchmark Dataset for Analyzing Hematological Responses to Dengue Fever in Bangladesh,” Data in Brief, p. 111030, Oct. 2024, doi: Md. A. S. Nirob, Md. P. Bishshash, and M. Assaduzz...
View ArticleA comprehensive image dataset for the identification of lemon leaf diseases and computer vision appl...
K. Siam, Prayma Bishshash, Md. Asraful Sharker Nirob, S. B. Mamun, Md Assaduzzaman, and Sheak, “A Comprehensive Image Dataset for the Identification of Lemon Leaf Diseases and Computer Vision Applications,” Data in Brief, pp. 111244–111244,...
View ArticleXSE-TomatoNet: An explainable AI based tomato leaf disease classification method using EfficientNetB...
M. Assaduzzaman, P. Bishshash, Md. A. S. Nirob, A. A. Marouf, J. G. Rokne, and R. Alhajj, “XSE-TomatoNet: An Explainable AI based Tomato Leaf Disease Classification Method Using EfficientNetB0 with Squeeze-and-Excitation Blocks and Multi-Sc...
View ArticleA comprehensive dragon fruit image dataset for detecting the maturity and quality grading of dragon ...
T. Khatun, Md. A. S. Nirob, P. Bishshash, M. Akter, and M. S. Uddin, “A Comprehensive Dragon Fruit Image Dataset for Detecting the Maturity and Quality Grading of Dragon Fruit,” Data in Brief, p. 109936, Dec. 2023, doi: https://doi.org/10.1...
View ArticleCollaborations
All my collaborations
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Qualification
My personal JourneyUndergraduate Research Assistant
Health and Informatics LabJunior Software Engineer- Web
Increments IncStudent Associate
CDC, Daffodil International UniversityAssistant General Secretary
Computer & Programming Club, DIUB.S.c in Computer Science & Engineering
Daffodil International University, DhakaHSC
PPIMSC, Munshigonj, DhakaSSC
BWHS, Dhaka, BangladeshSkills
My technical levelCore Competencies
Deep Learning
IntermediateData Collection
BasicExplainable AI(XAI)
IntermediateReporting
IntermediateTeam Work
IntermediateMachine Learning
IntermediateResearch Interests
Computer Vision
BasicMachine Learning
AdvabnceBig Data
IntermediateRobotics Analysis
IntermediateImage Processing
IntermediateSustainable Technology
IntermediateProtfolio
Most recent
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