平博亚洲版

Bio

I am currently a Lecturer in the Department of Computer Science and Engineering (CSE) at Khulna University of Engineering & Technology (平博亚洲版), where I also completed my B.Sc. in CSE. I am now pursuing an M.Sc. in the same department.

My research interests lie at the intersection of cutting-edge technologies such as Autonomous Vehicles, Large Language Models (LLMs), Machine Learning, and Generative AI, with a specific focus on Generative Adversarial Networks (GANs) and Diffusion models. My work is driven by a passion for exploring AI's potential in solving complex real-world problems, particularly in autonomous systems and innovative AI applications.

Over the course of my academic journey, I have been honored with several accolades. I received the prestigious Dean's Award for four consecutive academic sessions (2016-17, 2017-18, 2018-19, and 2019-2020) for maintaining an outstanding GPA. Additionally, I won the 1st prize in the “Best Paper Category” at the 2021 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT) for my research on "An Adaptive System for Detecting Driving Abnormality of Individual Drivers Using Gaussian Mixture Model."

I am passionate about fostering an environment that encourages critical thinking, creativity, and hands-on learning. I am always on the lookout for motivated students who are interested in my research domain. If you're passionate about any of these areas, feel free to reach out to me by email or visit my office.



Last Update: 22-Sep-2024

Education

  • MSC M. Sc. in Computer Science and Engineering

    January, 2023-Ongoing

    Khulna University of Engineering &Technology,Bangladesh,

  • BSC B. Sc. in Computer Science and Engineering

    2017-2022

    Khulna University of Engineering & Technology ,Bangladesh ,Group: Computer Science and Engineering ,Student Type: Regular , Achievement: Dean's Award

  • HSC HSC

    2014-2016

    Notre Dame College, Dhaka, Group: Science, Achievement: General Scholarship from Dhaka Board

  • SSC SSC

    2012-2014

    Mirpur Bangla School & College, Dhaka, Group: Science, Achievement: Talent Pool Scholarship from Dhaka Board.

Honors, Awards and Grants

  • 2022-04-07

    Dean's Award

    Certified for the sessions 2016-17, 2017-18, 2018-19, and 2019-2020 for obtaining an average GPA of 3.75 or higher in two consecutive semesters in one academic year.

  • 2021-11-20

    Best Paper Award

    Certified for the 1st prize award in the 鈥淏est Paper Category鈥� for the research article titled 鈥淎n Adaptive System for Detecting Driving Abnormality of Individual Drivers Using Gaussian Mixture Model鈥� at the 2021 5th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), MIST.

Research

Generative AI

Generative Adversarial Networks (GANs)
Diffusion models


Machine Learning



Large Language Models (LLMs)

Aspect based sentiment analysis
Transformer model


Autonomous Vehicles

Anticipatory car following model
Driving abnormality detection


Publications

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3 M. Hasan, M. N. H. Shawon and K. M. A. Hasan, "Aspect Based Sentiment Detection from Natural Bangla Text," 2023 26th International Conference on Computer and Information Technology (ICCIT), ISBN:979-8-3503-5902-2, IEEE, Cox's Bazar, Bangladesh, 2023 , DOI:10.1109/ICCIT60459.2023.10441643.
Conference Papers
2 M. N. Shakib, M. Shamim, M. N. H. Shawon, M. K. F. Isha, M. M. A. Hashem and M. A. S. Kamal, "An adaptive system for detecting driving abnormality of individual drivers using Gaussian mixture model," 2021 5th International Conference on Electrical Engineering and Information Communication Technology (ICEEICT), ISBN:978-1-6654-9523-3, IEEE, Dhaka, Bangladesh, 2021 , DOI:10.1109/ICEEICT53905.2021.9667850.
Conference Papers
1 M. K. F. Isha, M. N. H. Shawon, M. Shamim, M. N. Shakib, M. M. A. Hashem and M. A. S. Kamal, "A DNN Based Driving Scheme for Anticipatory Car Following Using Road-Speed Profile," 2021 IEEE Intelligent Vehicles Symposium (IV), ISBN:978-1-7281-5395-7, IEEE, Nagoya, Japan, 2021 , pp.496-501, DOI:10.1109/IV48863.2021.9575314.
Conference Papers

Experiences

Service Records

  • Lecturer

    Khulna University of Engineering & Technology
    From 15-Dec-2022 to Present
    Department/Section: Computer Science and Engineering

  • Lecturer (Part-time)

    Khulna University of Engineering & Technology
    From 21-Aug-2022 to 14-Dec-2022
    Department/Section: Computer Science and Engineering

Teaching and Supervision

Course Conduction

  • Undergraduate

    • CSE 1101-1102: Structured Programming, Structured Programming Laboratory
    • CSE 4207-4208: Computer Graphics, Computer Graphics Laboratory 
    • CSE 3119-3120: Software Engineering and Information Systems, Software Engineering and Information Systems Laboratory
    • CSE 2227 (MSE): Programming Techniques
    • CSE 3100 (ECE): Web Programming Laboratory
    • CSE 2210 (ECE): Data Structure and Algorithm Laboratory
    • CSE 2100 (ECE): Object-oriented Programming Laboratory

Supervision

  • CSE 4000: Project/Thesis

    Following are the notable thesis works supervised by me:

    • Project/Thesis No.: CSER-24-47, A Comprehensive Study on Transformer-based Architectures and Their Application in Hate Speech Classification from Textual Data, by 1807028.

Contact & Meet Me

  •    +88-02477733351~69, Ext-8381
  •    +8801609810194
  •    [email protected]
  •    /cse/shawon
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