Financial engineering uses math to predict and prevent market failures. It involves computer science, statistics, and math to create new financial products. Option trading strategies are important for managing risk in markets. A study created dynamic portfolio insurance models to help investors make better decisions. The new model is compared to an existing one to see which is better.