diff --git a/portfolio_optimization/README.md b/portfolio_optimization/README.md
index 5a46717..a26f778 100644
--- a/portfolio_optimization/README.md
+++ b/portfolio_optimization/README.md
@@ -27,4 +27,4 @@ For advanced portfolio optimization examples including:
 - Turnover optimization
 - Mean-CVaR optimization with comprehensive workflows
 
-Please visit the **[NVIDIA Quantitative Portfolio Optimization repository](https://github.com/NVIDIA-AI-Blueprints/quantitative-portfolio-optimization)**
+Please visit the **[Portfolio Optimization Powered by NVIDIA cuOpt repository](https://github.com/NVIDIA-AI-Blueprints/portfolio-optimization)**
diff --git a/portfolio_optimization/cvar_portfolio_optimization.ipynb b/portfolio_optimization/cvar_portfolio_optimization.ipynb
index 48a604d..6d2ee66 100644
--- a/portfolio_optimization/cvar_portfolio_optimization.ipynb
+++ b/portfolio_optimization/cvar_portfolio_optimization.ipynb
@@ -34,7 +34,7 @@
     "We use S&P 500 stock data fetched directly from the cuopt-examples GitHub repository, which contains historical price data for S&P 500 constituents. The data is loaded from:\n",
     "`https://raw.githubusercontent.com/NVIDIA/cuopt-examples/refs/heads/main/portfolio_optimization/data/sp500.csv`\n",
     "\n",
-    "For more advanced portfolio optimization examples including frontier construction, backtesting, and turnover optimization, please visit the [NVIDIA Quantitative Portfolio Optimization repository](https://github.com/NVIDIA-AI-Blueprints/quantitative-portfolio-optimization).\n",
+    "For more advanced portfolio optimization examples including frontier construction, backtesting, and turnover optimization, please visit the [Portfolio Optimization Powered by NVIDIA cuOpt repository](https://github.com/NVIDIA-AI-Blueprints/portfolio-optimization).\n",
     "\n",
     "### Requirements\n",
     "- **GPU**: NVIDIA GPU with CUDA support (recommended for optimal performance)\n",