This project was the core of my Intelligent Systems II course at Indiana University. The project introduced and expanded on several topics and tools that have been vital to my success in the field. The dataset I used was a collection of internet firewall data and how the firewall interacted with the traffic. The prediction was what action was taken on the traffic and this took a number tools to accomplish this task. The project features a modularization design using Python to generate the models used for prediction. I am using Docker for this project to allow for compatibility on a wide variety of server operating systems. The environment setup for the application is a Linux Kernal with a stripped down version of Ubuntu as the distribution. The program features a number of endpoints for the user to gather metrics, rerun models, make predictions, and several other information gathering features. The project was a huge part of my development as a developer.