MD, PhD, MPH · Physician-Scientist · Methodologist
Helping modern researchers turn effort into real impact through rigorous methodology, causal inference, and innovative research tools.
Instrumental variables, propensity scores, and target trial emulation for real-world evidence that stands up to scrutiny.
Survival analysis, meta-analysis, hierarchical modeling, and advanced missing data methods.
RCT design, cardiovascular outcomes, comparative effectiveness research at scale.
Clinical decision support systems, automated guidelines, predictive modeling for clinical care.
Probabilistic linkage, claims data analysis, multi-state databases, HPC workflows.
Medical biostatistics, clinical trials methodology, research design for graduate students.
Study design comes before statistics. Assumptions precede models. Methods are not buttons.
Faculty of Medicine, King Abdulaziz University — Department of Preventive Medicine and Public Health
Icahn School of Medicine at Mount Sinai, New York — 75M+ patient records
Lund University, Skåne Hospital, Sweden
Johns Hopkins — NSQIP, STS databases, predictive modeling
McGill University, Montréal — Fibrosis, tissue regeneration
Whether you're working on research methodology, need collaboration, or want to discuss causal inference — I'd love to hear from you.