diff --git a/build_pip_package.sh b/tools/build_pip_package.sh
similarity index 66%
rename from build_pip_package.sh
rename to tools/build_pip_package.sh
index 13031afae..de90d2477 100755
--- a/build_pip_package.sh
+++ b/tools/build_pip_package.sh
@@ -14,37 +14,26 @@
 # limitations under the License.
 #
 # Tool to build the TensorFlow Privacy pip package.
-#
-# Usage:
-#   bazel run //tensorflow_privacy:build_pip_package -- \
-#       "/tmp/tensorflow_privacy"
-#
-# Arguments:
-#   output_dir: An output directory.
 set -e
 
-die() {
-  echo >&2 "$@"
-  exit 1
-}
-
 main() {
-  local output_dir="$1"
-
-  if [[ ! -d "${output_dir}" ]]; then
-    die "The output directory '${output_dir}' does not exist."
-  fi
+  # Create a working directory.
+  local temp_dir="$(mktemp -d)"
+  trap "rm -rf ${temp_dir}" EXIT
 
   # Create a virtual environment
-  python3 -m venv "venv"
-  source "venv/bin/activate"
+  python3 -m venv "${temp_dir}/venv"
+  source "${temp_dir}/venv/bin/activate"
+  python --version
   pip install --upgrade pip
+  pip --version
 
-  # Build pip package
+  # Build the pip package
   pip install --upgrade setuptools wheel
   python "setup.py" sdist bdist_wheel
 
-  cp "dist/"* "${output_dir}"
+  # Cleanup.
+  deactivate
 }
 
 main "$@"
diff --git a/tools/publish_pip_package.sh b/tools/publish_pip_package.sh
new file mode 100755
index 000000000..3faa3a11e
--- /dev/null
+++ b/tools/publish_pip_package.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+# Copyright 2020, The TensorFlow Privacy Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Tool to publish the TensorFlow Privacy pip package.
+set -e
+
+main() {
+  # Create a working directory.
+  local temp_dir="$(mktemp -d)"
+  trap "rm -rf ${temp_dir}" EXIT
+
+  # Create a virtual environment
+  python3 -m venv "${temp_dir}/venv"
+  source "${temp_dir}/venv/bin/activate"
+  python --version
+  pip install --upgrade pip
+  pip --version
+
+  # Publish the pip package.
+  package="$(ls "dist/"*".whl" | head -n1)"
+  pip install --upgrade twine
+  twine check "${package}"
+  twine upload "${package}"
+
+  # Cleanup.
+  deactivate
+}
+
+main "$@"
diff --git a/tools/test_pip_package.sh b/tools/test_pip_package.sh
new file mode 100755
index 000000000..8dc075fd4
--- /dev/null
+++ b/tools/test_pip_package.sh
@@ -0,0 +1,41 @@
+#!/usr/bin/env bash
+# Copyright 2020, The TensorFlow Privacy Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+# Tool to build the TensorFlow Privacy pip package.
+set -e
+
+main() {
+  # Create a working directory.
+  local temp_dir="$(mktemp -d)"
+  trap "rm -rf ${temp_dir}" EXIT
+
+  # Create a virtual environment
+  python3 -m venv "${temp_dir}/venv"
+  source "${temp_dir}/venv/bin/activate"
+  python --version
+  pip install --upgrade pip
+  pip --version
+
+  # Publish the pip package.
+  package="$(ls "dist/"*".whl" | head -n1)"
+  pip install --upgrade "${package}"
+  pip freeze
+  python -c "import tensorflow_privacy as tfp; print(tfp.__version__)"
+
+  # Cleanup.
+  deactivate
+}
+
+main "$@"