Our laboratory seeks to uncover these rules by systematically perturbing biological systems and measuring their functional consequences at scale. By combining large-scale experiments with machine learning and quantitative modeling, we identify the principles that govern biological behavior and use them to design new biological functions. Through this approach, we aim to transform biology from a descriptive science into a predictive engineering discipline capable of creating programmable proteins, viral systems, and cellular behaviors.