- Developed a market simulator to execute artificial option trades and analyze portfolio performance using metrics such as Sharpe Ratio, Sortino Ratio, and WIn/Loss Rate. - Analyzed the performance of common option trading strategies such as Credit/Debit Spreads, Iron Condor, and Long/Short Straddles. - Developing a machine learning algorithm to optimally choose Credit Spread width, time horizon, and exit strategy.