Postdoctoral Scholar

- Design and execute computational research studies analyzing structured EHR data from large ICU cohorts (>1000 patients); extract, clean, and harmonize complex clinical data using SQL; develop and implement advanced biostatistical models examining microbiome as modifier of exposure-outcome relationships in sepsis and severe infections; apply modern data science methods including machine learning, causal inference approaches, and predictive modeling to integrated clinical-microbiome datasets. - Perform -omics analysis using bioinformatic pipelines in R; integrate multi-omic data (metagenomics, clinical laboratory values, medication exposures, vital signs, microbiology cultures) to investigate host-pathogen...