diff --git a/docker/setup.sh b/docker/setup.sh
new file mode 100755
index 0000000..313ba8a
--- /dev/null
+++ b/docker/setup.sh
@@ -0,0 +1,40 @@
+#!/usr/bin/env bash
+# This script builds and runs a docker image for local use.
+
+DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+cd "$DIR"
+cd ..
+REPOSITORY=`pwd`
+
+cd "$DIR"
+
+#https://docs.nvidia.com/ai-enterprise/deployment-guide/dg-docker.html
+sudo apt-get update
+sudo apt-get install -y \
+    apt-transport-https \
+    ca-certificates \
+    curl \
+    gnupg-agent \
+    software-properties-common
+
+curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
+sudo apt-key fingerprint 0EBFCD88
+
+sudo add-apt-repository \
+"deb [arch=amd64] https://download.docker.com/linux/ubuntu \
+$(lsb_release -cs) \
+stable"
+
+
+sudo apt-get update
+sudo apt-get install -y docker-ce docker-ce-cli containerd.io
+
+sudo docker run hello-world
+
+
+#Make sure docker group is ok
+sudo groupadd docker
+sudo usermod -aG docker $USER
+newgrp docker 
+
+exit 0