Sai’s research focuses on algorithms for differentiable rendering with applications to various inverse problems in computer vision. More recently, Sai is working on compilers that generalize core ideas from differentiable rendering to enable the automatic differentiation of a wider variety of applications that deal with numerical integration and continuous domains.