Physician-scientist building bridges between data and decisions. Helping researchers turn effort into real impact.
Instrumental variables, propensity scores, and target trial emulation for real-world evidence.
Survival analysis, meta-analysis, hierarchical modeling, and advanced missing data methods.
RCT design, cardiovascular outcomes, comparative effectiveness at scale.
Clinical decision support systems, automated guidelines, predictive modeling.
Probabilistic linkage, claims data, multi-state databases, HPC workflows.
Medical biostatistics, clinical trials, research design for graduate students.
"Study design comes before statistics. Assumptions precede models. Methods are not buttons." β Research Philosophy
Faculty of Medicine, King Abdulaziz University, Jeddah
Mount Sinai, New York β 75M+ patient records
Lund University, Sweden
Johns Hopkins β NSQIP, STS databases
McGill University, MontrΓ©al
Whether you're working on research methodology, need collaboration, or want to discuss causal inference β I'd love to hear from you.