diff --git a/.travis.yml b/.travis.yml
index 4ff7025f..4a4d6ea3 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -135,12 +135,11 @@ jobs:
           condition: $TRAVIS_OS_NAME = "osx"
     - stage: skyapi
       before_deploy:
+      - cd lib/skyapi/
       - echo "Generating distribution archives before deploy"
       - make sdist
       - make bdist_wheel
-      - if [ $TRAVIS_OS_NAME == "linux" && $TOXENV == "py37" ]; then make bdist_manylinux_amd64 ; fi
       - ls dist
-      - cd lib/skyapi/
       deploy:
       - provider: pypi
         distributions: sdist bdist_wheel
diff --git a/.travis/install-linux.sh b/.travis/install-linux.sh
index 90e4ec22..8fe59780 100644
--- a/.travis/install-linux.sh
+++ b/.travis/install-linux.sh
@@ -16,7 +16,7 @@ curl -sL -o "$HOME/bin/gimme" https://raw.githubusercontent.com/travis-ci/gimme/
 chmod +x "$HOME/bin/gimme"
 
 # Install Python libraries
-$PIP install --upgrade pip setuptools tox-travis
+$PIP install --upgrade --user pip setuptools tox-travis
 $PIP install -r "$REPO_ROOT/requirements.dev.txt"
 $PIP install -r "$REPO_ROOT/lib/skyapi/requirements.txt"
 $PIP install -r "$REPO_ROOT/lib/skyapi/test-requirements.txt"
diff --git a/lib/skyapi/.travis/build_wheels.sh b/lib/skyapi/.travis/build_wheels.sh
new file mode 100644
index 00000000..4b76f02e
--- /dev/null
+++ b/lib/skyapi/.travis/build_wheels.sh
@@ -0,0 +1,20 @@
+#!/bin/bash
+set -e -x
+
+# Install system packages required by our library
+yum install -y sudo pcre pcre-devel
+mkdir -p "$HOME/bin"
+PIP=/opt/python/cp27-cp27m/bin/pip source /io/.travis/install-linux.sh
+eval "$(gimme 1.10)"
+
+# Compile wheels
+for PYBIN in /opt/python/*/bin; do
+  "${PYBIN}/pip" install -r /io/requirements.dev.txt
+  "${PYBIN}/pip" wheel /io/ -w wheelhouse/
+done
+
+# Bundle external shared libraries into the wheels
+for whl in wheelhouse/*.whl; do
+  auditwheel repair "$whl" -w /io/wheelhouse/
+done
+
diff --git a/lib/skyapi/.travis/check_wheels.sh b/lib/skyapi/.travis/check_wheels.sh
new file mode 100644
index 00000000..d34f9847
--- /dev/null
+++ b/lib/skyapi/.travis/check_wheels.sh
@@ -0,0 +1,12 @@
+
+#!/bin/bash
+set -e -x
+
+# Code that follows assumes that wheels have been generated by build_wheels.sh
+
+# Install packages and test
+for PYBIN in /opt/python/*/bin/; do
+  "${PYBIN}/pip" install pyskycoin --no-index -f /io/wheelhouse
+  (cd /io ; "${PYBIN}/python" -m pytest --showlocals tests )
+done
+
diff --git a/lib/skyapi/.travis/install-linux.sh b/lib/skyapi/.travis/install-linux.sh
new file mode 100644
index 00000000..8fe59780
--- /dev/null
+++ b/lib/skyapi/.travis/install-linux.sh
@@ -0,0 +1,35 @@
+#!/bin/bash
+
+set -ev
+
+# Environment checks
+if [ "$PIP" == "" ]; then
+  export PIP='python -m pip'
+fi
+
+# Repository root path
+REPO_ROOT="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )/.."
+echo "Install Linux packages from $REPO_ROOT"
+
+# Install gimme
+curl -sL -o "$HOME/bin/gimme" https://raw.githubusercontent.com/travis-ci/gimme/master/gimme
+chmod +x "$HOME/bin/gimme"
+
+# Install Python libraries
+$PIP install --upgrade --user pip setuptools tox-travis
+$PIP install -r "$REPO_ROOT/requirements.dev.txt"
+$PIP install -r "$REPO_ROOT/lib/skyapi/requirements.txt"
+$PIP install -r "$REPO_ROOT/lib/skyapi/test-requirements.txt"
+
+# Compile SWIG
+mkdir swig_build && \
+  cd swig_build && \
+  curl -sL -o "swig-3.0.12.tar.gz" http://prdownloads.sourceforge.net/swig/swig-3.0.12.tar.gz && \
+  tar -zxf swig-3.0.12.tar.gz && \
+  cd swig-3.0.12 && \
+  sudo ./configure --prefix=/usr && \
+  sudo make && \
+  sudo make install && \
+  cd ../../ && \
+  sudo rm -rf swig_build
+
diff --git a/lib/skyapi/.travis/install-osx.sh b/lib/skyapi/.travis/install-osx.sh
new file mode 100644
index 00000000..4fa270a2
--- /dev/null
+++ b/lib/skyapi/.travis/install-osx.sh
@@ -0,0 +1,29 @@
+#!/bin/bash
+
+set -ev
+
+# Install some dependencies
+brew update;
+brew outdated pyenv || brew upgrade pyenv;
+brew install pyenv-virtualenv
+brew install swig;
+brew install gimme;
+
+# Install Python
+pyenv install ${PYTHON}
+pyenv install 2.7.14
+pyenv global ${PYTHON} 2.7.14
+
+# Prepare and initialize pyenv environment
+eval "$(pyenv init -)";
+eval "$(pyenv virtualenv-init -)";
+pyenv rehash
+
+# Setup environment and PATH in MacOS
+export PYCMD_VERSION="$(echo ${PYTHON} | cut -d . -f 1,2)"
+export PYCMD_PATH="$(pyenv which python${PYCMD_VERSION})"
+export PYCMD_DIRPATH="$( dirname ${PYCMD_PATH} )"
+export PATH="${PYCMD_DIRPATH}:/Users/travis/.pyenv/shims:${PATH}"
+
+eval "python${PYCMD_VERSION} -m pip install --upgrade pip setuptools wheel tox tox-pyenv pytest pytest-runner"
+