diff --git a/.github/workflows/build.bazel.sh b/.github/workflows/build.bazel.sh
index a5feb88f2..bf24cc322 100755
--- a/.github/workflows/build.bazel.sh
+++ b/.github/workflows/build.bazel.sh
@@ -49,10 +49,20 @@ $PYTHON tools/build/configure.py
 
 cat .bazelrc
 
+if [[ $(uname -m) == "arm64" ]]; then
+
+bazel build \
+  ${BAZEL_OPTIMIZATION} \
+  -- //tensorflow_io:python/ops/libtensorflow_io.so //tensorflow_io:python/ops/libtensorflow_io_plugins.so //tensorflow_io_gcs_filesystem/...
+
+else
+
 bazel build \
   ${BAZEL_OPTIMIZATION} \
   -- //tensorflow_io/...  //tensorflow_io_gcs_filesystem/...
 
+fi
+
 rm -rf build && mkdir -p build
 
 if [[ $(uname) == "Linux" ]]; then
diff --git a/tools/build/configure.py b/tools/build/configure.py
index 520447654..9b825fc68 100644
--- a/tools/build/configure.py
+++ b/tools/build/configure.py
@@ -119,6 +119,7 @@ def write_config():
             bazel_rc.write("build --enable_platform_specific_config\n")
             # Needed for GRPC build
             bazel_rc.write('build:macos --copt="-DGRPC_BAZEL_BUILD"\n')
+            bazel_rc.write('build:macos --copt="-D_LIBCPP_ENABLE_CXX17_REMOVED_UNARY_BINARY_FUNCTION"\n')
             # With macOS
             bazel_rc.write('build:macos --copt="--target=x86_64-apple-macosx12.1"\n')
             bazel_rc.write('build:macos --linkopt="--target=x86_64-apple-macosx12.1"\n')