The Lab is involved in developing the High-performance Integrated Virtual Environment (HIVE) which is a collaborative project between HIVE group at the CBER Food and Drug Administration (FDA) and Dr. Raja Mazumder's HIVE Lab group at George Washington University (GW). In addition to the HIVE platform, the group is involved in developing standards for bioinformatics communication via BioCompute Objects, knowledgebases for glycoinformatics (GlyGen), cancer research (BiomarkerKB, OncoMX, BioMuta, BioXpress), and microbiome analysis via the GutFeeling Knowledge Base (GFKB). The lab leverages knowledge graphs and advanced ML/AI technologies, including large language models, to harmonize, map, and uncover valuable insights from clinical data, omics datasets, knowledgebases, and scientific publications.