Institutional investors, such as pension funds, sovereign wealth funds, and asset management firms, play a crucial role in financial markets. Their portfolios, often worth billions of dollars, must be managed with precision to balance returns and risks effectively. Given the complexities of global financial markets, quantitative risk analysis has b