diff --git a/README.md b/README.md
index d378bcc..74a512e 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Image Embedding with Timm
 
-*author: Jael Gu, Filip*
+*author: [Jael Gu](https://github.com/jaelgu), Filip*
 
 <br />
 
@@ -16,7 +16,7 @@ which maintains SOTA deep-learning models and tools in computer vision.
 ## Code Example
 
 Load an image from path './towhee.jpg'
-and use the pretrained ResNet50 model ('resnet50') to generate an image embedding. 
+and use the pretrained ResNet50 model ('resnet50') to generate an image embedding.
 
  *Write the pipeline in simplified style:*
 
@@ -88,6 +88,3 @@ The decoded image data in numpy.ndarray.
 **Returns:** *numpy.ndarray*
 
 The image embedding extracted by model.
-
-
-