Lucas Carey

Models are hungry - they want lots of clean, high quality data. My team designs & runs massively pooled screens to feed the models, and learns from the models, in an iterative process to build better biomolecules.

13 years doing, and leading teams that do high-throughput arrayed and pooled experiments, combined with mathematical modeling and machine learning, to understand how phenotypes are encoded in DNA, to predict the effects of genetic changes on phenotype, to accurately predict which changes to make when building new organisms, for understanding mechanisms of disease and drug resistance, in both populations and in single cells. 13 years doing, and leading teams that do high-throughput arrayed and pooled experiments, combined with mathematical modeling and machine learning, to understand how phenotypes are encoded in DNA, to predict the effects of genetic changes on phenotype, to accurately predict which changes to make when building new organisms, for understanding mechanisms of disease and drug resistance, in both populations and in single cells.