Musaddiq Al Karim

"I’m a Computer Science graduate (BSc) from American International University-Bangladesh (AIUB), Dhaka, Bangladesh,
currently an independent researcher."

Data Science Enthusiast Research Enthusiast

About Me.

I have completed my Bachelor of Science in Computer Science and Engineering from American International University-Bangladesh(AIUB), Dhaka, Bangladesh. I am currently working as an independent researcher. I’m interested in working on classification and predictive analysis, pattern recognition, text classification, and object detection. I have six publications in peer-reviewed journals and conference proceedings, where I have worked collaboratively with researchers from Noakhali Science and Technology University, Brac University, and American International University-Bangladesh (AIUB).

Currently, I’m working in different domains of data science and machine learning, such as NLP, image processing, GIS modeling, and machine learning. Apart from research, I have volunteered for national organizations like BASIS and university programs as a member of AIUB Computer Club and Aiub Community of Engineering Students.

Research Interest.

  • Data Science
  • Data Mining and Knowledge Discovery
  • Geo Data Science
  • Machine Learning
  • Big Data
  • Computer Vision and Pattern Recognition

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    Publications

    A Comprehensive Study to Investigate Student Performance in Online Education during Covid19

    Musaddiq Al Karim, Md. Mahadi Masnad, Mst. Yeasmin Ara, Mostafa Rasel, Dip Nandi, "A Comprehensive Study to Investigate Student Performance in Online Education during Covid-19", International Journal of Modern Education and Computer Science(IJMECS), Vol.14, No.3, pp. 1-25, 2022.DOI: 10.5815/ijmecs.2022.03.01

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    Student performance classification and prediction in fully online environment using Decision tree.

    Al KarimM., AraM. Y., MasnadM. M., RaselM., and NandiD., “Student performance classification and prediction in fully online environment using Decision tree”, AJSE, vol. 20, no. 3, pp. 70 - 76, Sep. 2021.





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    Analyzing Co2 Emission in Developing Countries Using Auto Regression and Auto Regression Walk Forward: A Time Series Approach

    M. U. Ahmed, M. A. Karim, M. S. Tahsin, Y. Rahman and F. Tafannum, "Analyzing Co2 Emission in Developing Countries Using Auto Regression and Auto Regression Walk Forward: A Time Series Approach," 2022 IEEE Delhi Section Conference (DELCON), 2022, pp. 1-5, doi: 10.1109/DELCON54057.2022.9752807.

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    Comparative Analysis of Weather Prediction Using Ensemble Learning Models and Neural Network

    M. S. Tahsin, M. A. Karim, M. U. Ahmed, Y. Rahman, F. Tafannum and S. Abdullah, "Comparative Analysis of Weather Prediction Using Ensemble Learning Models and Neural Network," 2021 19th OITS International Conference on Information Technology (OCIT), 2021, pp. 325-330, doi: 10.1109/OCIT53463.2021.00071.


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    Evaluating the Performance of ID3 Method to Analyze and Predict Students' Performance in Online Platforms

    M. Al Karim, M. S. Tahsin, M. U. Ahmed, M. Y. Ara and S. A. Hasnat Chowdhury, "Evaluating the Performance of ID3 Method to Analyze and Predict Students' Performance in Online Platforms," 2022 International Conference on Computer Science and Software Engineering (CSASE), 2022, pp. 60-64, doi: 10.1109/CSASE51777.2022.9759650.

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    An empirical comparison of students’ performance in online vs offline platforms using Ensemble learning models

    Mst. Yeasmin Ara, Musaddiq Al Karim and Dip Nandi. 2022. An Empirical Comparison of Students’ Performance in Online vs Offline Platforms Using Ensemble Learning Models. In International Conference on Computing Advancements (ICCA 2022), March 10–12, 2022, Dhaka, Bangladesh.


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    Investigation of Credit Card Fraud detection under the lens of Comparative Machine Learning models

    M. S. Tahsin, N. Firoz, S. A. H. Chowdhury, S. M. A. Wasei, M. A. Karim and M. Y. Ara, "Investigation of Credit Card Fraud detection under the lens of Comparative Machine Learning models," 2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT), 2022, pp. 25-31, doi: 10.1109/3ICT56508.2022.9990897.


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    Thesis and Ongoing Works

    Thesis

    Bachelor Final Year Thesis, October 2020 – April 2021

    Institution: American International University-Bangladesh, Dhaka, Bangladesh
    Title: A comprehensive study on the comparison among EDM classifiers to analyze and predict students’ performance in online education during covid-19

    Ongoing Works

    1. Geo Data Sciece.

    2. Natural Language Processing.

    3. Image Processing.



    Collaborations

    Education & Experience

    Education

    Qualification: Bachelor of Science in Computer Science and Engineering(2017-2021)

    Institution: American International University-Bangladesh, Dhaka, Bangladesh

    Qualification: Higher Secondary Certificate (HSC) (2016)

    Institution: Bangladesh Air Force Shaheen College, Chittagong, Bangladesh

    Qualification: Secondary School Certificate (SSC) (2014)

    Institution: Chittagong Govt- High School, Chittagong, Bangladesh


    Experience

    Undergraduate Teaching Assistant (November 2020 – January 2021)

    Department of Computer Science, American International University-Bangladesh

    Software Quality Assurance Engineer (November 2020 – February 2021)

    Olivine Limited, Dhaka, Bangladesh