diff --git a/projects/forex_algo_trading.md b/projects/forex_algo_trading.md
index cd7dcb3..9f01985 100644
--- a/projects/forex_algo_trading.md
+++ b/projects/forex_algo_trading.md
@@ -1,3 +1,26 @@
+## Example
+
+```mermaid
+graph LR
+    A[Data Ingestion Service] --> B((Kubernetes Cluster))
+    B --> C{Data Storage}
+    B --> D[Analysis Microservice]
+    D --> E[Signal Generation Microservice]
+    E --> F[Order Execution Service]
+    F --> G[Brokerage API]
+    B --> H[Monitoring & Alerting]
+
+    C -.-> D
+    style B fill:#f9f,stroke:#333,stroke-width:4px
+    style D fill:#bbf,stroke:#f66,stroke-width:2px,stroke-dasharray: 5, 5
+    style E fill:#bbf,stroke:#f66,stroke-width:2px,stroke-dasharray: 5, 5
+    style F fill:#bbf,stroke:#f66,stroke-width:2px,stroke-dasharray: 5, 5
+    style G fill:#fbb,stroke:#f66,stroke-width:2px
+    style H fill:#fdfd96,stroke:#333,stroke-width:4px
+```
+
+## Folder Structure
+
 ```plaintext
 /mean-reversion-trading
 |-- /data