Biography
Welcome! I am a PhD candidate in Biostatistics at the University of Calgary, with appointments in the Department of Mathematics and Statistics and the Department of Community Health Sciences. My research focuses on statistical and computational methods for infectious disease modeling, with particular interest in understanding how human behavioural responses to disease incidence can influence the spread and dynamics of epidemics.
My current research, under the supervision of Dr. Rob Deardon, focuses on population-level SIR models that incorporate behavioural responses through alarm functions. These models allow transmission to change as individuals and populations respond to increasing or decreasing disease incidence. I am particularly interested in developing and evaluating statistical methods for these models and applying them to real-world infectious disease data, including COVID-19 and influenza. My broader methodological interests include Bayesian inference, statistical modeling, computational statistics, and epidemic forecasting.
Before starting my PhD, I was a Lecturer in Statistics at Noakhali Science and Technology University in Bangladesh and worked as an applied statistician in public health. During this time, I was involved in several interdisciplinary research projects spanning nutrition, maternal health, mental health, and dengue. These experiences strengthened my interest in applying statistical methodology to real-world public health problems and collaborating with researchers from diverse disciplines.
One of the aspects of biostatistics that I value most is the opportunity to work across disciplines and use statistical methods to address meaningful questions in public health. My long-term goal is to develop statistical methodology that can help improve our understanding of infectious diseases and support evidence-based public health decision-making.
In my personal life, my mother holds a very special place in my heart. Moreover, I have always had a deep affection for every child in the world. I believe that kindness and happiness are meant to be shared. My motto is simple: “Be kind, keep smiling, and spread happiness.”
Interests
- Infectious disease modelling
- Behavioural responses in epidemics
- Bayesian inference
- Computational statistics
- Epidemic forecasting
- Medical statistics and public health
Education
- PhD in Biostatistics, in progressUniversity of Calgary
- MSc in Applied Statistics, 2019ISRT, University of Dhaka
- BSc (Hons) in Applied Statistics, 2018ISRT, University of Dhaka
Selected publications
All publications-
Spatial mapping of dengue incidence with climate factors at district levels in Bangladesh
International Journal of Environmental Health Research, 36(2) (2025)
DOIFirst author -
Determinants of suicidal ideation and attempts among Thai adolescents: A mixed-effects modeling approach
Mental Health & Prevention (2025)
Find paperFirst author -
Machine learning approach for predicting cardiovascular disease in Bangladesh: evidence from a cross-sectional study in 2023
BMC Cardiovascular Disorders, 24(1), 214 (2024)
Find paperFirst author -
Contraceptive uses among married women in Bangladesh: a systematic review and meta-analyses
Journal of Health, Population and Nutrition, 43(1), 10 (2024)
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Association of climate factors with dengue incidence in Dhaka City, Bangladesh: A count regression approach
Heliyon, 9(5) (2023)
Find paperFirst author -
Parental socioeconomic, demographic, and neonatal factors influencing infants' low birth weight: A cross-sectional study in Bangladesh
Health Science Reports, 8, e71146 (2025)
DOICorresponding author
Awards
- 2026Biostatistics, Statistics and Actuarial Science Graduate ScholarshipUniversity of Calgary
- 2026SSC Travel Award, 14th Canadian Statistics Student ConferenceStatistical Society of Canada
- 2026ICSA-Canada Chapter Symposium Student Travel ScholarshipInternational Chinese Statistical Association
- 2026UCVM Graduate Student Travel AwardFaculty of Veterinary Medicine, University of Calgary
- 2025Alberta Innovates Graduate Student ScholarshipAlberta Innovates
- 2025Faculty of Graduate Studies Doctoral ScholarshipUniversity of Calgary
- 2024Eyes High International Doctoral ScholarshipUniversity of Calgary
- 2024Alberta Graduate Excellence Scholarship (AGES)University of Calgary
- 2024International Graduate Tuition AwardUniversity of Calgary
- 2019National Science & Technology (NST) FellowshipMinistry of Science and Technology, Bangladesh
- 2019Conference Fund for Developing CountriesISCB40, KU Leuven
- 2019Kazi Motahar Hossain Foundation AwardISRT, University of Dhaka
- 2018Dean's AwardISRT, University of Dhaka
- 2017Amar Ekushey Hall Merit ScholarshipUniversity of Dhaka
- 2012Ambia-Younus Foundation AwardFaridgonj Bangabandhu Degree College
- 2010Ambia-Younus Foundation AwardKhajuria High School
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