- Faculty
- Faculty Faculty of Sciences and Engineering
- Research Interest
- Natural Language Processsing (NLP) Deep Learning Machine Learning Computer Vision Cyber security
- Teaching Materials
- CSE103 (Structured Programming) CSE106 (Discrete Mathematics) CSE207 (Data Structure) CSE487 (Cyber security, law and ethics) Students are provided with slides through Google Classroom. Important course materials are also sent to students via email.
- Academic Background
- M.Sc in Information & Communication Engineering , Bangladesh University of Professionals B.Sc in Information & Communication Engineering , Bangladesh University of Professionals Higher Secondary Certificate (HSC) , Sylhet Cadet College Secondary School Certificate (SSC) , Sylhet Cadet College
- Awards & Achievements
- 5th Place at 1st Bangladesh Electronics Olympiad (2015), University of Dhaka.
- Selected Publications
- M. A. H. Chowdhury, N. Mumenin, M. Taus and M. A. Yousuf, "Detection of Compatibility, Proximity and Expectancy of Bengali Sentences using Long Short Term Memory," 2021 2nd International Conference on Robotics, Electrical and Signal Processing Techniques Text classification is known to be a supervised machine learning technique used in one or more predefined categories to classify sentences or text archives. To be a perfect phrase to convey one's feelings or to be significant, a Bengali sentence must have three properties i.e. Compatibility, Proximity and Expectancy. In this paper, we have proposed a method that is able to detect whether a Bengali sentence has compatibility, proximity and expectancy using Long Short Term Memory network. Our model is trained with word embedding layer and LSTM layer for the detection of Compatibility of a sentence but POS tagging is included for assuring the syntactic structure in case of Proximity and Expectancy detection. The model is tested on around 75000 Bengali simple sentences. The proposed framework achieves an accuracy of 97.5 percent, 85.5 percent and 97 percent for Compatibility, Proximity and Expectancy respectively. The result analysis proves that our model gives better performance.
- Professional Experience
- October 2024- Present Lecturer, Department of CSE, East West University June 2023- October 2024 Lecturer, Department of CSE, Northern University Bangladesh July 2022-June 2023 Lecturer, Department of CSE, European University of Bangladesh
- Affiliation Professional Membership
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