Profile of Smita Sarker

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Smita Sarker

Assistant Professor

Department of Statistics (STT)

Faculty of Science

Hajee Mohammad Danesh Science & Technology University, Dinajpur.

E-mail: smitastt96@tch.hstu.ac.bd

Mobile: +8801533431157


CAREER OBJECTIVE

    Exercise my gained skill and acquired knowledge in a competitive environment aimed at attaining the objectives of my university through creative solution as well as increase the performance of the students.

RESEARCH INTEREST

    Statistical Modeling, Biostatistics, Time Series Analysis, Machine Learning, Deep Learning, Data Science, Public Health and Theoretical Development.

EDUCATION

  1. M.Sc in Statistics, CGPA: 4.00, 1st position (Result Publication Date: 21/09/2020), 2018

    Jagannath University

  2. B.Sc in Statistics, CGPA: 3.92, 1st Position (Result Publication Date: 26/07/2018), 2017

    Jagannath University

  3. H.S.C, 2013

    Shahid Smriti College, Shashikar

  4. S.S.C, 2011

    Showldaha Mushuria High School


PROFESSIONAL EXPERIENCES

  1. Assistant Professor, Department of Statistics
    Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur

    November 16, 2024 to Present

  2. Lecturer, Department of Statistics
    Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur

    November 16, 2022 to November 15, 2024

  3. Lecturer of Statistics (Part Time)
    Kabi Nazrul Govt. College, Dhaka

    March 12, 2019 to November 14, 2022


PUBLICATIONS

Journal Papers

  1. Roy, D., Shahriar, A., Sarker, S., Begum, M. S., Khan, W., Gope, S. R., Sultana, S., Akhter, J., Mia, R., Asaduzzaman, M., Rana, M. M., Mahmud, M. S., Samad, A., Quraishi, S. B. (2025).Toxic metal pollution and associated ecological and health risks in water, sediment, and fish in a major urban river in Bangladesh: Implications for toxicological surveillance,  Journal of Food Composition and Analysis, 108635.

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  2. Talukder, M. A., Uddin, M. A., Roy, S., Ghose, P., Sarker, S., Khraisat, A., ... & Hakimi, M. (2025). A hybrid deep learning model for sentiment analysis of COVID-19 tweets with class balancing. Scientific Reports, 15 (1), 27788.

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  3. Roy, D., Saha, P. K., Sarker, S., Parves, M. A., Zavyalov, A. P., & Latifa, G. A. (2025). Culture practice of Oreochromis niloticus through recirculating aquaculture system (RAS): a modern and growth-optimized approach of fish culture by maintaining water quality with proper fish stocking density in Bangladesh. Environmental Science and Pollution Research, 32 (18), 11749-11766.

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  4. Samad, A., Roy, D., Hasan, M. M., Ahmed, K. S., Sarker, S., Hossain, M. M., Shajahan, M. (2023). Intake of toxic metals through dietary eggs consumption and its potential health risk assessment on the peoples of the capital city Dhaka, Bangladesh. Arabian Journal of Chemistry.

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  5. Roy, D., Didar, N. B., Sarker, S., Khan, M. A. R., Latifa, G. A. (2022). Appraisal of different attributes of fish community in Andharmanik River of coastal Bangladesh and socio-economic conditions of fishermen. Heliyon, e09825.

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  6. Roy, D., Rahman, F., Islam, S., Sarker, S., et al. (2022). Bioaccumulation of heavy metal in urban pond reared Oreochromis niloticus, water, sediment and handmade feed in Bangladesh and human health risk implications. Arab J Geosci 15, 959.

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  7. Roy, D., Sarker, S., Mustari, S., Roy, K., Khan, A. R., Latifa, G. A. (2022). Exploration of fishing activities, fish species assemblage and diversity status of the largest wetland (Arial Beel) near the capital city in Bangladesh: Implementations and conservation. Acta Ecologica Sinica.

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  8. Roy, D., Abedin, A. M. M. K., Sarker, A. K., Sarker, S., Begum, H., Latifa, G. A. (2022). Some Biological Aspect of Pond Reared Mystus cavasius (Hamilton, 1822) Collected from a Local Fish Farm in Mymensingh, Bangladesh. Aquaculture Studies, 22 (4), AQUAST797.

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  9. Sarker, S., and Rahman, M. S. (2021). Two-Step Automated Robust Model Building. Jagannath University Journal of Science, 8 (1), 45-52.

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  10. Roy, D., Sarker, A. K., Abedin, A. M. M. K., Sarker, S., Begum, K. N., Latifa, G. A. (2021). Some Biological Aspect of Cultured Ompok Pabda (Hamilton, 1822) Collected from A Local Fish Farm in Mymensingh, Bangladesh. Aquaculture Studies, 21, 149-159.

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Conference Papers

  1. Yeasmin, S., Sarker, S., and Nitu, T. T. (2025). Menstrual Heath and Academic Performance: Effects of Premenstrual Syndrome and Dysmenorrhea Among Female Students at HSTU, Bangladesh, 2nd International Conference on Recent Advances in Science and Technology (ICRAST).

  2. Rabby, M. S., Sarker, S., Shatee, T. A., Binu, M., and Siam, A. J. (2025). Assessing the Impact of Meteorological Components on Dengue Outbreak in Bangladesh, 2nd International Conference on Recent Advances in Science and Technology (ICRAST).

  3. Mondol, M. A., Sarker, S., and Sarker, A. (2025). Machine Learning-Based Analysis of Student Stress, Academic Performance, and Lifestyle Factors in Higher Education, 2nd International Conference on Recent Advances in Science and Technology (ICRAST).

  4. Roy, V. J., Sarker, S., Roy, D., Chowdhury, M. A., and Rahman, M. S. (2025). Loneliness and Its Association with Anxiety, Stress, and Depression Among Young Adults: A Cross-Sectional Study, 2nd International Conference on Recent Advances on Science and Technology (ICRAST).

  5. Rani, S., Sarker, S., Sarkar, S. C., and Rahman, M. S. (2025). Ensemble Machine Learning Approaches for Predicting Pregnancy Complications in Bangladesh, 2nd International Conference on Recent Advances in Science and Technology (ICRAST).

  6. Mawa, J., Sarker, S., Roy, P., Mondol, M. A., and Sarker, A. (2025). Exploring the Role of Academic Stress and Mental Health in Suicidal Ideation Among University Students in Bangladesh, 2nd International Conference on Recent Advances on Science and Technology (ICRAST).

  7. Siddika, A., Sarker, S., Fariha, I., Rani, D., Mondol, M. A., and Rahman, M. S. (2025). Breast Cancer Risk Prediction Using Ensemble Machine Learning and Explainable AI Techniques, 2nd International Conference on Recent Advances in Science and Technology (ICRAST).

  8. Sarker, P. S., Sarker, S., Naiem, A. M. M. B., Sohag, S. M., and Rahman, M. S. (2025). Assessing the Impact of Digital Exposure and Ocular Symptoms on Dry Eye Disease in Adults Aged 18-45, 2nd International Conference on Recent Advances in Science and Technology (ICRAST).

  9. Islam, M. I., Sarker, S., Rani, D., and Rahman, M. S. (2025). A Comparative Study of Machine Learning Models for Stock Price Prediction on Varying Dataset Sizes, 2nd International Conference on Recent Advances in Science and Technology (ICRAST). 

  10. Sarker, S., Rahman, A. S. M. M., Sarker, A., Rahman, M. S. (2025). Sentiment Analysis of ChatGPT Related Tweets using Machine Learning Algorithms. 19th National Conference, 2025 on Advancing Official Statistics through Data Science: Bridging Tradition and Innovation.

Awards and SCHOLARSHIPS

  1. "National Science and Technology Fellowship”

    Funded by: Ministry of Science and Technology, Bangladesh Government


PROJECTS

  1. “Study on Effectiveness of Adolescent Reproductive Health Service on Reducing Incidence of Early Marriage and Pregnancy”.

    Funded by: Ministry of Education under its Grant of advanced Research in Education (GARE) program

    Position: Research Assistant

    Description: Objective of the project was to Reduce Incidence of Early Marriage and Pregnancy.


SOCIAL NETWORK

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