RayTracer.jl is a package designed for differentiable rendering. In this talk, I shall discuss the inverse graphics problem and how differentiable rendering can help solve it. Apart from this we will see how differentiable rendering can be used in differentiable programming pipelines along with neural networks to solve classical deep learning problems.