We automated a client’s existing trading strategy using a custom Python script and a cron job. We were also able to model the trading strategy with a differential equation. Upon solving the equation, we were able to provide the client with a minimum value of the portfolio given the price of the asset. This analysis helped the client have a deep understanding of their trading strategy and the risk involved.