Cerelyze is a helpful tool for engineers, researchers, and academics. It allows them to understand research papers better and convert them into useful code quickly. This tool automatically translates the methods mentioned in the paper into Python code or step-by-step instructions. It saves time and effort by doing this automatically. Additionally, it can run an example case from the paper, giving users an idea of how it works. Cerelyze also supports equations and tables, and will soon include figures as well. Overall, Cerelyze is a game-changer that cuts down the time needed to prototype algorithms and speeds up innovation in product development.