Noeon Research is an R&D company designing a technology that is general and universal enough to automate tasks solved by junior- and mid-level software engineers. Noeon Research focused on the automatisation of code synthesis and analysis using a hybrid approach. Our solution incorporates the ability to process a large amount of data from ML and the ability to have a strong inductive bias by efficient prior knowledge encoding. We are located in Tokyo, Japan and are open to hiring and collaboration.