diff --git a/.travis.yml b/.travis.yml
index acc325a2..9a69619c 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -21,3 +21,9 @@ script:
     - make
     - make tests
     - make docs
+
+deploy:
+    provider: script
+    script: sh docker-deploy.sh
+    on:
+        branch: master
diff --git a/Dockerfile-amd64 b/Dockerfile-amd64
new file mode 100644
index 00000000..e71534bd
--- /dev/null
+++ b/Dockerfile-amd64
@@ -0,0 +1,18 @@
+# Using AMD64 Architecture
+FROM debian:jessie
+
+RUN apt-get update -qq && \
+    apt-get install -y flex \
+                       bison \
+                       git \
+                       cmake \
+                       build-essential \
+                       python \
+                       debhelper \
+                       devscripts
+
+ADD . /doxyparse
+
+WORKDIR /doxyparse
+
+CMD ["sh", "compile-pkg.sh"]
diff --git a/Dockerfile-i386 b/Dockerfile-i386
new file mode 100644
index 00000000..b775bb32
--- /dev/null
+++ b/Dockerfile-i386
@@ -0,0 +1,19 @@
+# Using i386 Architecture
+FROM i386/debian:jessie
+
+RUN apt-get update -qq && \
+    apt-get install -y flex \
+                       bison \
+                       git \
+                       cmake \
+                       build-essential \
+                       python \
+                       debhelper \
+                       devscripts
+
+ADD . /doxyparse
+
+WORKDIR /doxyparse
+
+ENTRYPOINT ["linux32"]
+CMD ["sh", "compile-pkg.sh"]
diff --git a/compile-pkg.sh b/compile-pkg.sh
new file mode 100755
index 00000000..0d0ff68c
--- /dev/null
+++ b/compile-pkg.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+# Compiling repository
+mkdir build/
+cd build/
+cmake -G "Unix Makefiles" -Dbuild_parse=ON
+make
+
+cd ..
+rm -rf build/
diff --git a/docker-deploy.sh b/docker-deploy.sh
new file mode 100644
index 00000000..40a0256b
--- /dev/null
+++ b/docker-deploy.sh
@@ -0,0 +1,23 @@
+#!/bin/sh
+
+# Represents the latest version of the project according to VERSION file
+VERSION=$(cat VERSION)
+
+DOCKERFILE_AMD64=$PWD/Dockerfile-amd64
+DOCKERFILE_I386=$PWD/Dockerfile-i386
+
+echo "Latest Doxyparse version is $VERSION";
+
+# double validation in script and in .travis.yml
+if [[ "${TRAVIS_BRANCH}" == "master" ]]; then
+	echo "Deploying to Docker registry latest Doxyparse...";
+	docker login -u "$DOCKER_USERNAME" -p "$DOCKER_PASSWORD";
+	docker build -f $DOCKERFILE_AMD64 -t doxyparse:amd64-$VERSION .;
+	docker build -f $DOCKERFILE_I386 -t doxyparse:i386-$VERSION .;
+	docker tag doxyparse:amd64-$VERSION $DOCKER_USERNAME/doxyparse:amd64-$VERSION;
+	docker tag doxyparse:i386-$VERSION $DOCKER_USERNAME/doxyparse:i386-$VERSION;
+	docker push $DOCKER_USERNAME/doxyparse:amd64-$VERSION;
+	docker push $DOCKER_USERNAME/doxyparse:i386-$VERSION;
+else
+	echo "Skipping Docker registry deploy";
+fi;