Current Situation
Use traditional approaches leveraging bioinformatics tools to drive drug discovery.
Goals and Objectives
Leverage “multiomics” data and deep phenotyping to accelerate the discovery of new drugs.
Technology Deployed
GPU-powered transformer models, deep neural network architecture, AI-ML, and cloud
Use Case Summary
Accelerate drug discovery, and use unsupervised learning on large unlabeled data sets, followed by fine-tuning of the same on smaller labeled data sets. Hyperscale drug discovery.