diff --git a/.github/workflows/python-whl-osx.yaml b/.github/workflows/python-whl-osx.yaml
new file mode 100644
index 0000000000000..a69d7d5a49808
--- /dev/null
+++ b/.github/workflows/python-whl-osx.yaml
@@ -0,0 +1,86 @@
+#
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you 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.
+#
+
+name: Python 37 wheel osx
+on:
+  pull_request:
+    branches:
+      - master
+
+jobs:
+
+  build-wheel-10_15:
+    name: build-wheel-10_15
+    runs-on: macos-latest
+    timeout-minutes: 15
+
+    steps:
+      - name: checkout
+        uses: actions/checkout@v1
+
+      - name: brew pakages
+        run: brew install boost boost-python3 protobuf python jsoncpp openssl zlib
+
+      - name: build wheel file
+        run: |
+          cd pulsar-client-cpp
+          cmake . -DBUILD_TESTS=OFF \
+          -DLINK_STATIC=ON  \
+          -DPYTHON_LIBRARY=/usr/local/Frameworks/Python.framework/Versions/3.7/lib/libpython3.7.dylib \
+          -DPYTHON_INCLUDE_DIR=/usr/local/Frameworks/Python.framework/Versions/3.7/include/python3.7m
+          make _pulsar -j8
+          cd python
+          python3 setup.py bdist_wheel
+          cd ../..
+
+      - uses: actions/upload-artifact@master
+        name: upload wheel artifact
+        with:
+          name: python-wheel-artifacts
+          path: pulsar-client-cpp/python/dist
+
+  build-wheel-10_14:
+    name: build-wheel-10_14
+    runs-on: macos-10.14
+    timeout-minutes: 15
+
+    steps:
+      - name: checkout
+        uses: actions/checkout@v1
+
+      - name: brew pakages
+        run: brew install boost boost-python3 protobuf python jsoncpp openssl zlib
+
+      - name: build wheel file
+        run: |
+          cd pulsar-client-cpp
+          cmake . -DBUILD_TESTS=OFF \
+          -DLINK_STATIC=ON  \
+          -DPYTHON_LIBRARY=/usr/local/Frameworks/Python.framework/Versions/3.7/lib/libpython3.7.dylib \
+          -DPYTHON_INCLUDE_DIR=/usr/local/Frameworks/Python.framework/Versions/3.7/include/python3.7m
+          make _pulsar -j8
+          cd python
+          python3 setup.py bdist_wheel
+          cd ../..
+
+      - uses: actions/upload-artifact@master
+        name: upload wheel artifact
+        with:
+          name: python-wheel-artifacts
+          path: pulsar-client-cpp/python/dist
\ No newline at end of file
diff --git a/pulsar-client-cpp/CMakeLists.txt b/pulsar-client-cpp/CMakeLists.txt
index 55740b2e32a88..7e83e6f51cfe8 100644
--- a/pulsar-client-cpp/CMakeLists.txt
+++ b/pulsar-client-cpp/CMakeLists.txt
@@ -161,8 +161,8 @@ if (BUILD_PYTHON_WRAPPER)
 endif (BUILD_PYTHON_WRAPPER)
 
 if (APPLE)
-    set(OPENSSL_INCLUDE_DIR /usr/local/opt/openssl/include/)
-    set(OPENSSL_ROOT_DIR /usr/local/opt/openssl/)
+    set(OPENSSL_INCLUDE_DIR /usr/local/opt/openssl@1.1/include/)
+    set(OPENSSL_ROOT_DIR /usr/local/opt/openssl@1.1/)
 endif ()
 
 find_package(OpenSSL REQUIRED)