I created a proof of concept predictive maintenance model for my client to help them understand when they needed to service their equipment. This was done using a reinforcement learning framework, requiring deep knowledge of python and machine learning. The result was that the client understood the capabilities of using AI to improve their efficiency and they are taking this project forward to production.