Navigating the complex financial landscape requires more than just picking individual stocks or assets; it demands a sophisticated approach to portfolio optimization. Various techniques exist, ranging from the traditional Markowitz mean-variance model to more innovative risk-parity systems. Risk-parity assignment focuses on allocating capital based