Update README.md

Author: daveek

README.md

@@ -1,7 +1,19 @@
-# bottle-filling-digital-twin Dev
+# Bottle Filling Digital Twin
 
 Blueprint for developing vertical digital twin applications using Ansys Fluids simulations and NVIDIA Omniverse for bottle filling use case.
 
+![Bottle Filling AI simulation](./bottle-filling.png)
+
+## Architecture Overview
+
+### Bottle Filling Digital Twin Workflow
+
+![Bottle Filling Digital Twin Workflow](./White-Animated-Bottle-Filling-Workflow.svg)
+
+### Deployments in Docker Compose and OKAS K8s
+
+![Bottle Filling Digital Twin Architecture](./bottle-filling-digital-twin.svg)
+
 ## Setting up pre-commit
 
 You need to setup pre-commit on this repo befor contributing. Follow these steps to setup pre-commit on your local machine.