Built for Alberta's largest student run hackathon. Each month, PayDayRobo sends the optimal number of shares to sell in an ETF portfolio to the users via SMS or email. It efficiently minimize the commission and allocation error using a genetic algorithm.
An e-commerce software using Google Form, App Script, Cloud SQL, and Square Inc. APIs to register and rent lockers under student clubs’ control in the ETLC building. Completed the prototype personally, and now collaborating with the other ECE Clubs as the project manager.
A failed attempt to predict the market. Using popular tools such as scikit-learn and TensorFlow with Keras, applied models like Random Forest, XGBoost, MLP, CNN, etc. Learned important lessons in terms of data wrangling and the limitations of machine learning.