diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..9ea4a81
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,4 @@
+/build
+
+/Dockerfile
+/push-docker-image.sh
diff --git a/.travis.yml b/.travis.yml
index 81a0719..9087d87 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,33 +1,37 @@
 language: cpp
-
 os:
-    - linux
-    - osx
-
+- linux
+- osx
 compiler:
-    - gcc
-    - clang
-
+- gcc
+- clang
 addons:
   apt:
     sources:
-      - ubuntu-toolchain-r-test
+    - ubuntu-toolchain-r-test
     packages:
-      - cmake
-
+    - cmake
 before_install:
-  - export LD_LIBRARY_PATH=$(if [[ $CXX == "clang++" ]]; then echo -n '/usr/local/clang/lib'; fi)
-
+- export LD_LIBRARY_PATH=$(if [[ $CXX == "clang++" ]]; then echo -n '/usr/local/clang/lib';
+  fi)
 before_script:
-  - mkdir build
-  - cd build
-  - cmake ..
-
+- mkdir build
+- cd build
+- cmake ..
 script:
-  - make -j4
-  - ctest --verbose
-
+- make -j4
+- ctest --verbose
+- docker build -t ad-freiburg/pfaedle .
+deploy:
+  on:
+    branch: master
+  provider: script
+  script: bash push-docker-image.sh
 notifications:
   email:
     on_success: never
     on_failure: always
+env:
+  global:
+  - secure: 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
+  - secure: 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
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..5012f35
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,25 @@
+FROM debian:buster-slim AS builder
+
+WORKDIR /app
+
+RUN apt-get update && \
+	apt-get install -y g++ cmake git
+
+ADD . /app
+RUN mkdir build && \
+	cd build && \
+	cmake .. && \
+	make -j && \
+	pwd && \
+	make install
+
+FROM debian:buster-slim
+
+RUN apt-get update && \
+	apt-get install -y libgomp1 && \
+	rm -rf /var/lib/apt/lists/*
+
+COPY --from=builder /usr/local/etc/pfaedle /usr/local/etc/pfaedle
+COPY --from=builder /usr/local/bin/pfaedle /usr/local/bin/pfaedle
+
+ENTRYPOINT ["/usr/local/bin/pfaedle"]
diff --git a/README.md b/README.md
index c21c924..a860d35 100644
--- a/README.md
+++ b/README.md
@@ -75,6 +75,20 @@ input GTFS feed and the input configuration.
 This can be used to avoid parsing (for example) the entire `planet.osm` on each
 run.
 
+## via Docker
+
+You can use the [`ad-freiburg/pfaedle` Docker image](https://hub.docker.com/repository/docker/ad-freiburg/pfaedle) by mounting the OSM & GTFS data into the container:
+
+```shell
+docker run -i --rm \
+	# mount OSM data
+	--volume /path/to/osm/data:/osm \
+	# mount GTFS data
+	--volume /path/to/gtfs/data:/gtfs \
+	# tell pfaedle where to find the data
+	pfaedle -x /osm/osm-data.xml -i /gtfs
+```
+
 ## Debugging
 
 The following flags may be useful for debugging:
diff --git a/push-docker-image.sh b/push-docker-image.sh
new file mode 100644
index 0000000..af6f3fb
--- /dev/null
+++ b/push-docker-image.sh
@@ -0,0 +1,6 @@
+#!/bin/sh
+set -ex
+set -o pipefail
+
+echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
+docker push adfreiburg/pfaedle