Sohel Ahmed
Data Scientist | Generative AI & CI/CD | Lead Statistician | Applied AI in Data Science
- Role
- Lead Statistician Staff Specialist University of Michigan at Michigan Medicine
- Location
- Detroit, MI, US
- LinkedIn followers
- 500 followers
About Sohel Ahmed
ML Engineer and Data Scientist | 8+ years building production ML systems I design…
Experience
Lead Statistician Staff Specialist University of Michigan
Jan 2025 — Present · Ann Arbor, MI, US
Lead analyst and modeling lead for three NIH-funded studies focused on dementia, caregiving, and COVID-19 mortality.Developed a county-level COVID-19 mortality risk score using Poisson regression and XGBoost, integrating lagged predictors such as infection rates, hospital capacity, and vaccination coverage.Created and validated measures of housing and neighborhood quality, linking structural and environmental factors to disability and cognitive function outcomes.Modeled family caregiving availability during midlife using both geographic and sociodemographic predictors; developed a Family Care Availability (FCA) Index using Principal Component Analysis (PCA) and two-part regression models by caregiver relationship type.Designed and conducted cross-national comparative studies on healthcare utilization and functional outcomes among older adults in the U.S. and Europe.Led quality control processes for statistical code and analytic outputs, mentoring junior analysts in Stata programming, model development, and reproducible research practices.Published findings in peer-reviewed journals and contributed to successful grant applications and policy briefs targeting public health and aging research.
Education
University of Chittagong
Statistics
Osaka University
Doctor of Philosophy in Information Science and Technology - PhD
University of Chittagong
Master's degree in Statistics
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