As a biostatistician at a research foundation focused on aging—particularly brain aging—I develop and apply advanced statistical and methodological approaches to observational longitudinal studies. My work includes mixed-effects models, latent growth modeling, and broader aspects of research design. I work with diverse data sources, including clinical assessments, self-reported questionnaires, biological samples, and microscope imaging. I also have strong interests in modern machine learning methods, particularly for causal inference and synthetic data generation.