My interest involves developing a machine-learning framework for multi-omics data to elucidate the interplay between host genes, microbiomes, and metabolic pathways. The aim of this study is to uncover disease-specific associations and understand microbial pathogenicity at a deeper biological level specially for infectious diseases.