Recognizing the lack of course guidance at OCADU within the registration system. This leads to students feeling less confident and unable to adequately plan for their future career and interests. Results: Quantifiable research that proves there is a problem to stakeholders, and a design proposal of a web portal to better serve students. Added working AI Chatbot model.