Machine Learning is a process where a computer uses pattern recognition & algorithms to perform a specific task without following explicit instructions. ML has the power to understand, predict & define future trends from the information it processes. It will be used as a tool to expand the boundaries of creativity, rather than a tool to replace it. This series is an exploration into generative art utilizing Machine Learning as a tool to create artwork that has never existed previously. By training an ML model with a dataset of 2000 images of abstract paintings, image synthesis is performed analyzing the existing paintings.