Dr. Huang (Frederick) Lin is an Assistant Professor of Biostatistics at the University of Maryland. His methodological expertise includes compositional data analysis, multi-omics integration, causal inference, and machine learning, with a particular focus on metagenomics and metabolomics data. His collaborative research spans a range of fields, including cancer, infectious diseases (such as HIV/AIDS), aging, maternal and child health, and clinical trial evaluation.