Profile of Md. Nadim

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Md. Nadim

Assistant Professor

Department of Computer Science and Engineering (CSE)

Faculty of Computer Science and Engineering

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: mnadims.cse@gmail.com

Mobile: +8801568260464


CAREER OBJECTIVE

    Having completed a PhD in Computer Science with research in quantum and classical machine learning algorithms for software defect prediction, I am eager to contribute to cutting-edge research and innovation at the intersection of AI, quantum computing, and software engineering. I seek to contribute to cutting-edge, interdisciplinary research that advances the reliability, performance, and intelligence of software systems.

RESEARCH INTEREST

    # AI/ LLM Driven Software Engineering
    # Source Code Understanding, Bug Prediction, Bug Localization, and Bug Fixing
    # Quantum Computing and Quantum-Classical Data Representation and Manipulation
    # Quantum Machine Learning (QML) in Software Engineering Problems
    # Hybrid Quantum-Classical Algorithms for Scalable and Efficient Software Maintenance

EDUCATION

  1. Ph.D. in Computer Science (Software Engineering), 2025

    University of Saskatchewan

  2. M.Sc. in Computer Science (Software Engineering), 2020

    University of Saskatchewan, Saskatoon, Canada

  3. B. Sc. in Computer Science and Engineering (CSE), 2010

    Hajee Mohammad Danesh Science & Technology University, Dinajpur, Bangladesh

  4. H.S.C. (Higher Secondary School Certificate) Examination, Science Group, 2004

    Saidpur Government Technical College, Saidpur, Nilphamari

  5. S.S.C. (Secondary School Certificate) Examination, Science Group, 2002

    Saidpur High School, Saidpur, Nilphamari.


PROFESSIONAL EXPERIENCES

  1. Assistant Professor
    Department of Computer Science & Engineering (CSE), HSTU, Dinajpur, Bangladesh

    February 01, 2015 to Present

  2. Lecturer
    Department of Computer Science & Engineering (CSE), HSTU, Dinajpur, Bangladesh

    February 01, 2012 to January 31, 2015

  3. Assistant Officer (Information Technology Division)
    Dutch Bangla Bank Limited, Bangladesh

    June 01, 2011 to January 31, 2012

  4. Lecturer
    Department of Computer Science & Engineering (CSE), UODA, Dhaka, Bangladesh.

    October 02, 2010 to May 22, 2011


PUBLICATIONS

Journal Papers

  1. Ashis Kumar Mandal, Md Nadim, Chanchal K. Roy, Banani Roy & Kevin A. Schneider, "Quantum software engineering and potential of quantum computing in software engineering research: a review", Automated Software Engineering Journal, Volume 32, number 27, (2025)

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  2. Md Nadim, Mohammad Hassan, Ashis Kumar Mandal, Chanchal K. Roy, Banani Roy, Kevin A. Schneider, “Comparative Analysis of Quantum and Classical Support Vector Classifiers for Software Bug Prediction: An Exploratory Study”, Springer Journal: Quantum Machine Intelligence, March 2025.

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  3. Ashis Kumar Mandal; Md Nadim; Hasi Saha; Tangina Sultana; Md. Delowar Hossain; Eui-Nam Huh, "Feature Subset Selection for High-Dimensional, Low Sampling Size Data Classification Using Ensemble Feature Selection With a Wrapper-Based Search," in IEEE Access, vol. 12, pp. 62341-62357, 2024.

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  4. Md Nadim, Banani Roy. “Utilizing Source Code Syntax Patterns to Detect Bug Inducing Commits using Machine Learning Models”, In Software Quality Journal (A Springer Journal), December, 2022.

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  5. Md Nadim, Debajyoti Mondal, and Chanchal K. Roy. "Leveraging structural properties of source code graphs for just-in-time bug prediction" In Automated Software Engineering (Springer Journal), January 2022.

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  6. Md Nadim, Manishankar Mondal, Chanchal K. Roy, Kevin A. Schneider, "Evaluating the Performance of Clone Detection Tools in Detecting Cloned Co-change Candidates", Journal of Systems & Software (JSS), January 2022

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  7. Md. Arshad Ali, Emran Ali, Md. Ahsan Habib, Md Nadim, Takuya Kusaka and Yasuyuki Nogami, "Pseudo Random Ternary Sequence and Its Autocorrelation Property Over Finite Field",  I. J. Computer Network and Information Security, 9, 54-63,  2017

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  8. Md Nahid Sultan, Emran Ali, Md Arshad Ali, Md Nadim, Md Ahsan Habib, Smart Campus Using IoT with Bangladesh Perspective: A Possibility and Limitation,  International Journal for Research in Applied Science & Engineering Technology (IJRASET),  Volume 5 Issue VIII, August 2017

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  9. Md. Palash Uddin, Md. Zahidul Islam, Md. Nadim and Masud Ibn Afjal, "GPS-based Location Tracking System via Android Device," International Journal of Research in Computer Engineering and Electronics (IJRCEE), vol. 2, issue. 5, 2013.

  10. Md Nadim, S.M Motakabber Billah, Md. Shahnoor Alam, Ashis Kumar Mandal, Md. Palash Uddin and Md. Rashedul Islam, "Cross-user Source-based Data Deduplication in Distributed System without Violating Data Privacy of Individual User," International Journal of Research in Computer Engineering and Electronics (IJRCEE), vol. 3, issue. 6, 2014.

Conference Papers

  1. Developing an Efficient Search Suggestion Generator, Ignoring Spelling Error for High Speed Data Retrieval Using Double Metaphone Algorithm (ICCIT, 23-25 Dec. 2010)

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  2. Enhancing Performance of Naïve Bayes in Text Classification by Introducing an Extra Weight using less Number of Training Examples (International Workshop on Computational Intelligence (IWCI), 12-13 Dec. 2016)

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