diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..67d158d
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,20 @@
+# Source
+.bumpversion.cfg
+.dockerignore
+.gitignore
+.travis.yml
+CONTRIBUTING.rst
+docker-compose.yml
+Dockerfile
+requirements.txt
+tests.py
+tox.ini
+
+# Generated
+.tox
+.coverage
+*.rdb
+junit*xml
+
+# Other
+.project
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..257f59d
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,23 @@
+FROM python:3.3
+
+ENV APP_DIR=/usr/src/snappass
+
+RUN groupadd -r snappass && \
+    useradd -r -g snappass snappass && \
+    mkdir -p $APP_DIR
+
+WORKDIR $APP_DIR
+
+COPY ["setup.py", "MANIFEST.in", "README.rst", "AUTHORS.rst", "$APP_DIR/"]
+COPY ["./snappass", "$APP_DIR/snappass"]
+
+RUN python setup.py install && \
+    chown -R snappass $APP_DIR && \
+    chgrp -R snappass $APP_DIR
+
+USER snappass
+
+# Default Flask port
+EXPOSE 5000
+
+CMD ["snappass"]