Software engineer by day and researcher by night, Konstantin Sidorov is currently affiliated as the Master's student in Maths with Moscow Institute of Physics and Technology – and as a Data Scientist in X5 Group, the leading food retailer in Russia. Outside of professional activities, Konstantin Sidorov pursuits research in optimization of GPU code execution with LLVM ML Guided Compiler Optimizations group. His previous professional experience includes developing automated planning solutions for a diverse range of enterprises, including field service management, last-mile logistics, and manufacturing. During his studentship, he also worked with large C++ codebases over two Google Summer of Code stints – with LLVM in 2021 and with mlpack in 2017.