diff --git a/contributions/demo/cpiehl-nacca/README.md b/contributions/demo/cpiehl-nacca/README.md
index aab18c9a81..e1f0b0400b 100644
--- a/contributions/demo/cpiehl-nacca/README.md
+++ b/contributions/demo/cpiehl-nacca/README.md
@@ -1,4 +1,4 @@
-## Demo: Kubeflow on AWS
+## Demo: Kubeflow Fairing on AWS
 
 ### Members
 Name: Carl Piehl
@@ -13,10 +13,13 @@ Mail: nacca@kth.se
 
 Github: [patricia-naccachian](https://github.com/patricia-naccachian)
 
-### Proposal:
+### Topic:
 
-We want to make a demo where we deploy a machine learning model on an AWS EKS cluster and explore some of the functionality offered by Kubeflow. We are not exactly sure how much we will be able to fit into the 3 minute demo but these things might be interesting to include:
+In this demo we use Kubeflow fairing to train a machine learning model remotely on a kubernetes cluster.
+
+### Links:
+
+[Video demo](https://youtu.be/TBVCmU2jsTc)
+
+[Github repo](https://github.com/cpiehl1/kf-demo)
 
-- Model serving and online prediction
-- Kubeflow pipelines to automate training and validation
-- Model monitoring
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