diff --git a/README.md b/README.md
index 42ccc7c..d63cd93 100644
--- a/README.md
+++ b/README.md
@@ -645,8 +645,9 @@ date conversion, scaling factor values, and filtering by the specified date.
 - [RoughVolatilityWorkshop](https://github.com/jgatheral/RoughVolatilityWorkshop) - 2024 QuantMind's Rough Volatility Workshop lectures.
 - [AFML](https://github.com/boyboi86/AFML) - All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.
 - [AlgoTradingLib](https://github.com/usdaud/algotradinglib.github.io) - A catalog of algorithmic trading libraries, frameworks, strategies, and educational materials.
-Add Prop Trader Compass to Risk Management tools
+- [Portfolio Optimization Book](https://portfoliooptimizationbook.com/) - Prof. Daniel Palomar's Portfolio Optimization Book
 
 ## Related Lists
 
 - [awesome-sec-filings](https://github.com/vibeyclaw/awesome-sec-filings) - A curated list of tools, data sources, libraries, and resources for working with SEC filings (13F, 10-K, 10-Q, 8-K).
+- [CONVEXFI](https://github.com/convexfi) - Official GitHub organization for the convex research group at the Hong Kong University of Science and Technology (HKUST).
diff --git a/site/index.qmd b/site/index.qmd
index 989dbdc..328ef94 100644
--- a/site/index.qmd
+++ b/site/index.qmd
@@ -636,8 +636,9 @@ date conversion, scaling factor values, and filtering by the specified date.
 - [RoughVolatilityWorkshop](https://github.com/jgatheral/RoughVolatilityWorkshop) - 2024 QuantMind's Rough Volatility Workshop lectures.
 - [AFML](https://github.com/boyboi86/AFML) - All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.
 - [AlgoTradingLib](https://github.com/usdaud/algotradinglib.github.io) - A catalog of algorithmic trading libraries, frameworks, strategies, and educational materials.
-Add Prop Trader Compass to Risk Management tools
+- [Portfolio Optimization Book](https://portfoliooptimizationbook.com/) - Prof. Daniel Palomar's Portfolio Optimization Book
 
 ## Related Lists
 
 - [awesome-sec-filings](https://github.com/vibeyclaw/awesome-sec-filings) - A curated list of tools, data sources, libraries, and resources for working with SEC filings (13F, 10-K, 10-Q, 8-K).
+- [CONVEXFI](https://github.com/convexfi) - Official GitHub organization for the convex research group at the Hong Kong University of Science and Technology (HKUST).