diff --git a/docs/images/android-kompute.jpg b/docs/images/android-kompute.jpg
new file mode 100755
index 000000000..3348a1508
Binary files /dev/null and b/docs/images/android-kompute.jpg differ
diff --git a/examples/android/android-simple/README.md b/examples/android/android-simple/README.md
index 1f5d12d07..94b3107c6 100644
--- a/examples/android/android-simple/README.md
+++ b/examples/android/android-simple/README.md
@@ -1,14 +1,22 @@
-Tutorial 02 - use validation layers - 1
-===========
-1. Add validation layers into gradle and pack them into apk
-1. Enable all validation layers/extensions found on the system
-1. Use vulkan wrappers in common/vulkan_wrapper directory
 
-Verification
-============
-Planted error: this sample sets `VkDeviceQueueCreateInfo::pQueuePriorities` to nullptr,
-which will trigger validation layers to notify us from registered callback function
-`vkDebugReportCallbackEX_impl();` putting a breakpoint with Android Studo, observe
-the breakpoint being triggered.
+<table>
+<tr>
+
+
+<td width="50%">
+<h1>Vulkan Kompute Android Example</h1>
+<h3>Running Logistic Regression with Kompute in Android.</h3>
+</td>
+
+
+<td width="50%">
+<img src="https://raw.githubusercontent.com/EthicalML/vulkan-kompute/android-example/docs/images/android-kompute.jpg">
+</td>
+
+</tr>
+</table>
+
+
+