Navigating the ever-changing financial market requires more than just picking distinct stocks or assets; it demands a sophisticated approach to portfolio optimization. Various techniques exist, ranging from the traditional Markowitz mean-variance system to more innovative risk-parity systems. Risk-parity distribution focuses on allocating resources