We were tasked with preparing a presentation that describes constraints that I am experiencing in my business. The presentation must also describe how the application of methods/tools/techniques learned during the course will enable me to better manage this situation. This final week was very nerve-wrecking and very interesting for me. It was nerve-wrecking because I have a severe speech impediment (a stutter) that may unnecessarily cause me to take longer than the other students. So, I decided to record my presentation to ease this process. It was also very interesting because I work in a very complex organization that is part of a very dynamic and international Science and Technology project that is experiencing but also addressing complex challenges. It was exciting for me to outline these issues and also providing my proposed solutions to these challenges. Background and Overview Inter-University Institute for Data Intensive Astronomy (IDIA) was born out of the partnership of Univ