Shamima Hossain

M.S. in Statistics, Jahangirnagar University, Dhaka
B.Sc. in Statistics, Jahangirnagar University, Dhaka

Shamima Hossain is a Senior Lecturer in the Department of Mathematics and Data Science (MDS) at East West University, Dhaka, Bangladesh. Holding an M.S. and B.Sc. in Statistics from Jahangirnagar University — awarded with University Merit Scholarships and Distinction — she brings over 14 years of academic and research experience to her discipline.

Her teaching expertise spans a broad range of undergraduate and postgraduate courses, including Statistical Inference, Generalized Linear Models (GLM), Econometrics, Regression Analysis, Applied Epidemiology, Sample Survey, Probability Distributions, and Differential and Integral Calculus. She currently serves as Student Adviser for the Data Science and Analytics Program and supervises student research in areas such as spatial modelling, time series analysis, survival analysis, and Bayesian methods.

Her research portfolio reflects a strong commitment to applied statistical and computational methods, with a particular focus on public health, climate-disease modelling, and women's empowerment. She has published in peer-reviewed international journals. Proficient in R, Python, MATLAB, STATA, SPSS, SAS, and big data tools including Hadoop and Spark, she integrates computational methods into both her teaching and research. She has presented at international statistics conferences and completed advanced training in spatial modelling, time series forecasting, machine learning, and propensity score methods. Shamima Hossain remains dedicated to advancing statistical science and nurturing the next generation of data scientists.

Professional Experience and Skills

• Senior Lecturer, Department of Mathematics and Data Science (MDS), East West University, Bangladesh
  (August 2016 – Present)
  1. Designed and taught core and advanced courses, including Differential and Integral Calculus, Statistics and Probability, Econometrics, Generalized linear models (GLM), Applied Epidemiology etc.
  2. Supervised undergraduate research projects focusing on statistical modeling, public health analytics, and climate change studies.
  3. Conducted workshops and training sessions on statistical tools and programming, enhancing the analytical skills of students.
     
• Lecturer, East West University, Bangladesh
  (September 2012 – August 2016)
  1. Delivered lectures on foundational and specialized courses in statistics and mathematics.
  2. Mentored students in statistical methodologies and research practices.
• Lecturer in Statistics, Department of Quantitative Science, International University of Business, Agriculture and Technology (IUBAT), Bangladesh
  (February 2012 – September 2012)
  • Delivered lectures on Statistics, Business Statistics etc. courses for graduate and undergraduate students .
• Lecturer, Institute of Science, Trade and Technology (ISTT), Bangladesh
  (June 2011 – February 2012)
  • Delivered lectures on statistics and mathematics for undergraduate students.
• Graduate Teaching Assistant, East West University, Bangladesh
  (November 2010 – May 2011)
• Assisted in teaching courses, assignments etc. for undergraduate students.
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  • Key Accomplishments
• Published research article on topics such as the effects of climate variables on dengue fever, women's empowerment, and decision-making, contributing to peer-reviewed journals.
• Potential member in the World Bank-funded HEQEP project, focusing on longitudinal data analysis and developing covariate-dependent models.
• Introduced innovative teaching strategies to integrate statistical and computational tools into classroom settings.
• Supervised multiple research projects addressing critical societal challenges, including public health crises and urban development.

Technical Skills:

• R, Python, SPSS, STATA, SAS
• Expertise in advanced statistical methodologies: Bayesian Inference, Generalized Linear Mixed Models (GLMMs), Simulations.
• Competent in data analysis, predictive modeling, and statistical software training.
  
  Soft Skills:

• Leadership: Successfully led research initiatives and academic program development.
• Communication: Skilled in presenting complex concepts clearly to diverse audiences.
• Problem-Solving: Demonstrated ability to address real-world challenges through data-driven approaches.
• Mentoring: Actively guided students in research, fostering a collaborative and inclusive learning environment.

Special Focus Areas:  

• Development of statistical models and machine learning techniques to tackle high-dimensional data problems in epidemiology, public health, and climate studies.

• Application of statistical tools in policy-making, gender studies, environmental and economic development.

• Research Interest

  Shamima Hossain’s research focuses on Bayesian Statistics, spatio-temporal modeling, and machine learning, with applications in public health, epidemiology, and climate data analysis. She is particularly interested in developing Bayesian Neural Networks (BNNs) and predictive models to address societal challenges through data-driven solutions.

Area of Specialization

Shamima Hossain specializes in Bayesian Statistics, Generalized Linear Models (GLMs), and Spatio-Temporal Modeling, with extensive expertise in applying advanced statistical methodologies to solve real-world problems. Her focus areas include epidemiology, public health analytics, and climate data modeling, with a particular interest in developing robust Bayesian Neural Networks (BNNs) for high-dimensional data analysis. She is also proficient in statistical software such as R, Python, SPSS, and STATA, enhancing her capabilities in computational statistics and predictive modeling. Through her academic and research endeavors, she has contributed significantly to understanding societal challenges, including public health crises and women's empowerment, using statistical frameworks.

The following courses have been taught at undergraduate and postgraduate levels at East West University and affiliated institutions:

Responsibilities:

• Designing and delivering lectures, tutorials, and assessments for undergraduate students.
• Providing academic support and guidance to students to enhance their understanding of complex concepts.
• Preparing and grading assignments, quizzes, and exams to evaluate student performance.
• Collaborating with the department to develop curriculum materials and enhance teaching strategies.

Member, Jahangirnagar University Statistics Alumni Association Bangladesh (JUSAAB)