diff --git a/projects/forex_algo_trading.md b/projects/forex_algo_trading.md
index b9ea415..9e38107 100644
--- a/projects/forex_algo_trading.md
+++ b/projects/forex_algo_trading.md
@@ -26,7 +26,6 @@ graph TD
 
 ```mermaid
 graph TD
-    style graph fill:#222222, color:#ffffff
     A("/mean-reversion-trading") --> B("/data")
     A --> C("/models")
     A --> D("/strategies")
@@ -52,28 +51,6 @@ graph TD
     G --> G1("data_fetcher.py")
     G --> G2("feature_engineering.py")
     G --> G3("indicators.py")
-
-    %% Styling
-    style A fill:#334155,stroke:#CBD5E1,stroke-width:2px
-    style B fill:#475569,stroke:#CBD5E1,stroke-width:1px
-    style C fill:#475569,stroke:#CBD5E1,stroke-width:1px
-    style D fill:#475569,stroke:#CBD5E1,stroke-width:1px
-    style E fill:#475569,stroke:#CBD5E1,stroke-width:1px
-    style F fill:#475569,stroke:#CBD5E1,stroke-width:1px
-    style G fill:#475569,stroke:#CBD5E1,stroke-width:1px
-    style H fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style I fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style J fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style B1 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style B2 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style C1 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style C2 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style D1 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style E1 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style F1 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style G1 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style G2 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
-    style G3 fill:#64748B,stroke:#CBD5E1,stroke-width:1px
 ```
 
 ---