This is a full stack web application that uses data scraped from the UTS handbook to recommend subjects using an AI that takes data from the past subjects a student has taken and a personality quiz. It was developed using Angular, Node.js, Python (with Flask and Scikit) and MySQL hosted on AWS (Amplify, API Gateway, Lambda, RDS and EC2). This was a project I developed in a team of people and I was a full stack developer (developed almost the entire backend).