diff --git a/.Rprofile b/.Rprofile
new file mode 100644
index 0000000..1b3f2f7
--- /dev/null
+++ b/.Rprofile
@@ -0,0 +1,2 @@
+.libPaths( c("~/Rlibs",.libPaths()) )
+options(repos = c(CRAN = "https://mran.revolutionanalytics.com/snapshot/2019-12-17"))
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index d371ba3..8569a14 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,8 +1,12 @@
 FROM rocker/shiny-verse
 WORKDIR  /srv/shiny-server/
-RUN wget https://github.com/open-ams/radar/archive/v0.1.zip
-RUN unzip v0.1.zip
-RUN mv radar-0.1 radar
-RUN rm v0.1.zip
-RUN R < /srv/shiny-server/radar/dependencies.R
-COPY shiny-server.conf /etc/shiny-server/shiny-server.conf
\ No newline at end of file
+RUN wget https://github.com/open-ams/radar/archive/v0.2.zip
+RUN unzip v0.2.zip
+RUN mv radar-0.2 radar
+RUN rm v0.2.zip
+COPY shiny-server.conf /etc/shiny-server/shiny-server.conf
+USER shiny
+RUN mkdir /home/shiny/Rlibs
+RUN mkdir /home/shiny/.checkpoint
+COPY .Rprofile /home/shiny/.Rprofile
+RUN R < /srv/shiny-server/radar/dependencies.R
\ No newline at end of file
diff --git a/README.md b/README.md
index 7e68eba..4a39a82 100644
--- a/README.md
+++ b/README.md
@@ -9,8 +9,7 @@ A docker image to run the [RadaR](https://github.com/open-ams/radar) project.
 Assuming your working directory is the root of this repository
 
 ```
-docker build -t radar .
-docker run --name=radar -p 3838:3838 --mount source=data,target=/srv/shiny-server/radar/data radar 
+docker run --name=radar -p 3838:3838 --mount type=bind,source="$(pwd)"/data,target=/srv/shiny-server/radar/data openams/radar
 ```
 
 # Data files