diff --git a/tools/releasing/create_binary_release.sh b/tools/releasing/create_binary_release.sh
new file mode 100755
index 000000000..7b0533dd9
--- /dev/null
+++ b/tools/releasing/create_binary_release.sh
@@ -0,0 +1,65 @@
+#!/usr/bin/env bash
+
+#
+# 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.
+#
+
+##
+## Required variables
+##
+RELEASE_VERSION=${RELEASE_VERSION}
+
+if [ -z "${RELEASE_VERSION}" ]; then
+	echo "RELEASE_VERSION is unset"
+	exit 1
+fi
+
+# fail immediately
+set -o errexit
+set -o nounset
+
+CURR_DIR=`pwd`
+BASE_DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null && pwd )"
+PROJECT_ROOT="$( cd "$( dirname "${BASE_DIR}/../../../" )" >/dev/null && pwd )"
+
+if [ "$(uname)" == "Darwin" ]; then
+    SHASUM="shasum -a 512"
+else
+    SHASUM="sha512sum"
+fi
+
+###########################
+
+RELEASE_DIR=${PROJECT_ROOT}/release
+DIST_TARGET_DIR=${PROJECT_ROOT}/paimon-web-dist/target
+
+echo "Creating binary package"
+
+cd ${DIST_TARGET_DIR}
+tar xzvf apache-paimon-webui-${RELEASE_VERSION}-bin.tar.gz
+tar czf ${RELEASE_DIR}/apache-paimon-webui-${RELEASE_VERSION}-bin.tgz apache-paimon-webui-${RELEASE_VERSION}-bin/*
+gpg --armor --detach-sig ${RELEASE_DIR}/apache-paimon-webui-${RELEASE_VERSION}-bin.tgz
+cd ${RELEASE_DIR}
+
+gpg --armor --detach-sig ${RELEASE_DIR}/apache-paimon-webui-${RELEASE_VERSION}-bin.tgz
+cd ${RELEASE_DIR}
+${SHASUM} apache-paimon-webui-${RELEASE_VERSION}-bin.tgz > apache-paimon-webui-${RELEASE_VERSION}-bin.tgz.sha512
+
+rm -rf ${DIST_TARGET_DIR}/apache-paimon-webui-${RELEASE_VERSION}-bin
+
+echo "Done. Binary release package and signatures created under ${RELEASE_DIR}/."
+
+cd ${CURR_DIR}