This repository Integrates theory with empirical data to develop robust, data-driven insights, explores topics spanning stochastic processes, volatility modeling, derivative pricing, and regime-dependent risk dynamics. It also integrates causal inference, and optimization techniques to investigate asset behavior, tail events, and systemic risk