Navigating the complex financial environment requires more than just picking separate stocks or bonds; it demands a sophisticated approach to portfolio optimization. Various approaches exist, ranging from the traditional Markowitz mean-variance model to more advanced risk-parity methods. Risk-parity distribution focuses on allocating capital based