This projects aims to explore the potential of machine learning to make game design more accessible and systematic. Specifically, it utilizes the design pattern approach in game design - game design pattern. This project will build graph database of game design pattern, use topic modeling algorithms for literature data analysis and build basic ML systems based on those data.