diff --git a/README.md b/README.md
index 196ba45e..3fc9e44c 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,33 @@
-![Banner Logo](docs/_images/mlinfra-banner-wide.png)
-
-[![](https://img.shields.io/pypi/v/mlinfra)](https://pypi.org/project/mlinfra)
-![GitHub License](https://img.shields.io/github/license/mlinfra-io/mlinfra?color=orange)
-[![docs](https://img.shields.io/badge/docs-latest-orange)](https://mlinfra.io/)
-![PyPI - Downloads](https://img.shields.io/pypi/dm/mlinfra?color=orange)
-![Discord](https://img.shields.io/discord/1199078513463009321?color=orange)
-
-
-> _One tool to deploy all them mlops tools_
+<div align="center">
+
+  ![Banner Logo](docs/_images/mlinfra-banner-wide.png)
+
+  <h3>
+    Open source MLOps infrastructure deployment on Public Cloud providers
+  </h3>
+  <div>
+    <strong>Open source MLOps:</strong> Open source tools for different stages in an MLOps lifecycle.
+  </div>
+  <div>
+    <strong>Public Cloud Providers:</strong> Supporting all major cloud providers including AWS, GCP, Azure and AliBaba
+  </div>
+  </br>
+  <div>
+    <img alt="GitHub License" src="https://img.shields.io/github/license/mlinfra-io/mlinfra?color=orange">
+    <a href="https://github.com/mlinfra-io/mlinfra/releases"><img src="https://img.shields.io/github/v/release/mlinfra-io/mlinfra?include_prereleases&color=orange" alt="mlinfra releases"></a>
+    <a href="https://mlinfra.io/development/"><img src="https://img.shields.io/badge/docs-latest-orange" alt="Documentation"></a>
+    <a href="https://github.com/mlinfra-io/mlinfra/actions/workflows/on_pr.yml?query=branch:main"><img src="https://img.shields.io/github/actions/workflow/status/mlinfra-io/mlinfra/on_pr.yml?&label=All%20tests&color=orange" alt="CI test status"></a>
+    <a href="https://pypi.org/project/mlinfra/"><img src="https://img.shields.io/pypi/v/mlinfra.svg?label=pypi+mlinfra&color=orange" alt="mlinfra Python package on PyPi"></a>
+    <img src="https://img.shields.io/pypi/dm/mlinfra?color=orange" alt="mlinfra Python package downloads on PyPi">
+    <a href="https://discord.gg/8eYWVvEYmR"><img src="https://img.shields.io/discord/1199078513463009321?logo=Discord&logoColor=white&label=Discord&color=%23434EE4" alt="Discord"></a>
+    <img src="https://img.shields.io/badge/Cloud%20Providers-orange" alt="cloud providers"/>
+    <a href="https://mlinfra.io/code/aws/cloud_infra/"><img src="docs/_images/aws_icon.svg" height="20" alt="AWS Examples"/></a>
+    <img src="docs/_images/gcp_icon.svg" height="20" alt="GCP Examples"/>
+    <img src="docs/_images/azure_icon.svg" height="20" alt="Azure Examples"/>
+    <img src="docs/_images/alibaba_icon.svg" height="20" alt="Alibaba Examples"/>
+  </div>
+</div>
+</br>
 
 `mlinfra` is the swiss army knife for deploying scalable MLOps infrastructure. It aims to make MLOps infrastructure deployment easy and accessible to all ML teams by liberating IaC logic for creating MLOps stacks which is usually tied to other frameworks.
 
diff --git a/docs/_images/alibaba_icon.svg b/docs/_images/alibaba_icon.svg
new file mode 100644
index 00000000..ee6e9ec0
--- /dev/null
+++ b/docs/_images/alibaba_icon.svg
@@ -0,0 +1,7 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 200 200">
+    <title>alibaba</title>
+    <circle class="a" cx="100" cy="100" r="100" fill="white"/>
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diff --git a/docs/_images/aws_icon.svg b/docs/_images/aws_icon.svg
new file mode 100644
index 00000000..188d7ec7
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+++ b/docs/_images/aws_icon.svg
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+  </g>
+</svg>
diff --git a/docs/_images/azure_icon.svg b/docs/_images/azure_icon.svg
new file mode 100644
index 00000000..65082ceb
--- /dev/null
+++ b/docs/_images/azure_icon.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 200 200">
+    <title>azure</title>
+    <circle cx="100" cy="100" r="100" fill="white"/>
+    <path fill="#0072c6" d="M116.8804,61.96723,96.211,103.581l36.40746,42.19166L65.06133,153.3955l104.82312,1.06365Zm-4.08-16.42638L65.34515,85.23291l-35.2296,59.40516L60.10861,141.635Z"/>
+</svg>
diff --git a/docs/_images/gcp_icon.svg b/docs/_images/gcp_icon.svg
new file mode 100644
index 00000000..e1d34947
--- /dev/null
+++ b/docs/_images/gcp_icon.svg
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+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 132 132" id="google-cloud-circular">
+  <circle cx="66" cy="66" r="66" fill="white"/>
+  <g transform="translate(7,12) scale(0.9)">
+    <g data-name="google cloud">
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