The insights gained from hyperbolic embedding of the stock market network can be instrumental in developing innovative portfolio optimization strategies and trading algorithms. By leveraging the natural clustering ability of hyperbolic spaces, investors can create diversified portfolios that take into account the inherent structure and dynamics of the market. The hyperbolic clusters can help identify sectors or groups of stocks that exhibit similar behavior, allowing for the construction of more resilient and balanced portfolios. Additionally, the early detection of market changes through hyperbolic modularity can be utilized to adjust portfolio allocations proactively, optimizing returns and managing risks effectively.