The Standard Model (SM) models the behavior of the known elementary particles and describes correctly most known physical phenomena that happen between human and subatomic scales. Despite the success of the SM, we know that it cannot be the ultimate theory of nature because it fails to explain a number of observations, such as the existence of dark matter. As a result, much activity has been devoted to finding deviations from the SM, which requires precise theoretical predictions that can be compared to experiments. My thesis is part of the effort to improve our predictions for Higgs boson production so that we can probe the SM at colliders such as the LHC. This manuscript describes two projects. The first provides a tool for the improvemen...