Navigating the dynamic financial landscape requires more than just picking distinct stocks or bonds; it demands a sophisticated method to portfolio arrangement. Various approaches exist, ranging from the classic Markowitz mean-variance framework to more innovative risk-parity systems. Risk-parity allocation focuses on allocating funds based on risk