diff --git a/.travis.yml b/.travis.yml
index 7515cb5..a0f7b28 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -19,12 +19,46 @@ python:
   - 3.6
 services:
   - docker
+before_install:
+  - if [[ "$TRAVIS_BRANCH" == "master" ]]; then
+      VERSION=latest;
+    else
+      VERSION=$TRAVIS_BRANCH;
+    fi
 install:
-  - docker build -t max-image-resolution-enhancer .
-  - docker run -it -d --rm -p 5000:5000 max-image-resolution-enhancer
+  - docker build -f "$DOCKERFILE" -t codait/max-image-resolution-enhancer:"$IMAGE"-"$ARCH"-"$VERSION" .
+  - docker run -it --rm -d -p 5000:5000 codait/max-image-resolution-enhancer:"$IMAGE"-"$ARCH"-"$VERSION"
   - pip install pytest requests flake8 Pillow
 before_script:
+  - flake8 . --max-line-length=127
   - sleep 30
 script:
-  - flake8 . --max-line-length=127
-  - pytest tests/test.py
\ No newline at end of file
+  - pytest tests/test.py
+after_success:
+  - if [[ "$IMAGE" != "test" && "$TRAVIS_PULL_REQUEST" == "false" ]] && [[ "$TRAVIS_BRANCH" == "master" || "$TRAVIS_BRANCH" == "$TRAVIS_TAG" ]]; then
+      echo "$DOCKER_PASS" | docker login -u "$DOCKER_USER" --password-stdin;
+      docker push codait/max-image-resolution-enhancer:"$IMAGE"-"$ARCH"-"$VERSION";
+    fi
+
+matrix:
+  include:
+  - os: linux
+    env: DOCKERFILE=Dockerfile IMAGE=test ARCH=x86_64
+  - os: linux
+    env: DOCKERFILE=Dockerfile.pai IMAGE=powerai ARCH=x86_64
+  - os: linux-ppc64le
+    env: DOCKERFILE=Dockerfile.pai IMAGE=powerai ARCH=ppc64le
+  - if: type = push AND (branch = master OR tag IS present)
+    stage: "Docker Manifest"
+    addons:
+      apt:
+        packages:
+          - docker-ce
+    install:
+    before_script:
+    script:
+      - export DOCKER_CLI_EXPERIMENTAL=enabled
+      - docker pull codait/max-image-resolution-enhancer:powerai-ppc64le-"$VERSION";
+      - docker pull codait/max-image-resolution-enhancer:powerai-x86_64-"$VERSION";
+      - docker manifest create codait/max-image-resolution-enhancer:powerai-"$VERSION" codait/max-image-resolution-enhancer:powerai-ppc64le-"$VERSION" codait/max-image-resolution-enhancer:powerai-x86_64-"$VERSION";
+      - docker manifest push codait/max-image-resolution-enhancer:powerai-"$VERSION"
diff --git a/Dockerfile.pai b/Dockerfile.pai
new file mode 100644
index 0000000..549603e
--- /dev/null
+++ b/Dockerfile.pai
@@ -0,0 +1,21 @@
+FROM codait/max-base:powerai-latest
+
+ARG model_bucket=https://s3.us-south.cloud-object-storage.appdomain.cloud/max-assets-prod/max-image-resolution-enhancer/1.0.0
+ARG model_file=assets.tar.gz
+
+WORKDIR /workspace
+
+RUN wget -nv --show-progress --progress=bar:force:noscroll ${model_bucket}/${model_file} --output-document=assets/${model_file} && \
+  tar -x -C assets/ -f assets/${model_file} -v && rm assets/${model_file}
+
+COPY requirements-pai.txt /workspace
+RUN ["/bin/bash", "-c", "cd /opt/anaconda3/bin && source activate base && while read requirement; do conda install --yes $requirement; done < /workspace/requirements-pai.txt"]
+
+RUN ["/bin/bash", "-c", "cd /opt/anaconda3/bin && source activate base && IBM_POWERAI_LICENSE_ACCEPT=yes ./accept-powerai-license.sh" ]
+
+COPY . /workspace
+RUN md5sum -c md5sums.txt # check file integrity
+
+EXPOSE 5000
+
+CMD ["/bin/bash", "-c", "source /opt/anaconda3/bin/activate base && python3 app.py" ]
diff --git a/requirements-pai.txt b/requirements-pai.txt
new file mode 100644
index 0000000..96b6a61
--- /dev/null
+++ b/requirements-pai.txt
@@ -0,0 +1,4 @@
+Pillow
+tensorflow
+scikit-image
+imageio