Sanjay Padhi, Ph.D., Chief Technologist and Executive Vice President at Tag.bio
Information:
The global need to securely derive (instant) insights have motivated (centralized) data architectures from local storage, to data lakes, data warehouses, and lake-houses. In this talk we describe Tag.bio, a next-generation end-to-end (distributed) data mesh platform consisting of vital elements: domain centricity/ownership, data-as-products with embedded (AI/machine learning) algorithms, with a federated computational layer using microservices. The platform also combines a dynamic cohort builder with analysis protocols and apps (low-code) to drive complex analysis workflows.
We also introduce TagGPT, an application layer within the data mesh, that uses foundational models (GPT3.5, BLOOM, LLaMA) along with data products (such as various phases of clinical trials) to build, refine and deploy fine-tune domain-centric (private) models and apps with built-in governance.
Join us for a talk on Tag.bio and learn how major pharma, non-profit organizations, and health systems are using this technology to find cures for devastating diseases, precision medicine, commercial insights/decisions, clinical trials, drug discovery, and promote collaboration (without explicitly moving data around). We show how the platform can combine clinical and genomics data products (with millions of variants and thousands of clinical parameters) using smart APIs and also connect clinical trials to RWE/RWD, adverse effects (FAERS), health economics, and outcomes.