diff --git a/.ci/scripts/build-mediatek-sdk.sh b/.ci/scripts/build-mediatek-sdk.sh
new file mode 100755
index 00000000000..81e64b241ce
--- /dev/null
+++ b/.ci/scripts/build-mediatek-sdk.sh
@@ -0,0 +1,22 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+set -eux
+
+build_neuron_backend() {
+  echo "Start building neuron backend."
+  export ANDROID_NDK=/opt/ndk
+  export MEDIATEK_SDK_ROOT=/tmp/neuropilot
+  export NEURON_BUFFER_ALLOCATOR_LIB=${MEDIATEK_SDK_ROOT}/libneuron_buffer_allocator.so
+  export EXECUTORCH_ROOT="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")/../.." && pwd)"
+
+
+  cd ${EXECUTORCH_ROOT}
+  ./backends/mediatek/scripts/mtk_build.sh
+}
+
+build_neuron_backend
diff --git a/.ci/scripts/setup-mediatek-deps.sh b/.ci/scripts/setup-mediatek-deps.sh
new file mode 100755
index 00000000000..f93a319e11a
--- /dev/null
+++ b/.ci/scripts/setup-mediatek-deps.sh
@@ -0,0 +1,42 @@
+#!/bin/bash
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the BSD-style license found in the
+# LICENSE file in the root directory of this source tree.
+
+set -eux
+
+MEDIATEK_INSTALLATION_DIR=/tmp/neuropilot
+EXECUTORCH_ROOT="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")/../.." && pwd)"
+
+install_neuropilot() {
+  echo "Start installing neuropilot."
+  mkdir -p "${MEDIATEK_INSTALLATION_DIR}"
+
+  curl -Lo /tmp/neuropilot-express.tar.gz "https://s3.ap-southeast-1.amazonaws.com/mediatek.neuropilot.com/06302508-4c94-4bf2-9789-b0ee44e83e27.gz"
+  echo "Finishing downloading neuropilot sdk."
+  tar zxvf /tmp/neuropilot-express.tar.gz --strip-components=1 --directory "${MEDIATEK_INSTALLATION_DIR}"
+  echo "Finishing unzip neuropilot sdk."
+
+  # Copy NP header
+  cp ${MEDIATEK_INSTALLATION_DIR}/api/NeuronAdapter.h ${EXECUTORCH_ROOT}/backends/mediatek/runtime/include/api/
+
+  # Print the content for manual verification
+  ls -lah "${MEDIATEK_INSTALLATION_DIR}"
+}
+
+setup_neuropilot() {
+  pip3 install -r ${EXECUTORCH_ROOT}/backends/mediatek/requirements.txt
+  pip3 install ${MEDIATEK_INSTALLATION_DIR}/mtk_neuron-8.2.19-py3-none-linux_x86_64.whl
+  pip3 install ${MEDIATEK_INSTALLATION_DIR}/mtk_converter-8.13.0_public_packages/mtk_converter-8.13.0+public-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
+}
+
+setup_calibration_data() {
+  curl -Lo /tmp/imagenette2-160.tgz https://s3.amazonaws.com/fast-ai-imageclas/imagenette2-160.tgz
+  tar zxvf /tmp/imagenette2-160.tgz --strip-components=1 --directory "${MEDIATEK_INSTALLATION_DIR}"
+}
+
+install_neuropilot
+setup_neuropilot
+setup_calibration_data
diff --git a/.ci/scripts/test_model.sh b/.ci/scripts/test_model.sh
index aa74f3a5447..38a354eddf0 100755
--- a/.ci/scripts/test_model.sh
+++ b/.ci/scripts/test_model.sh
@@ -244,6 +244,24 @@ test_model_with_mps() {
   EXPORTED_MODEL=$(find "." -type f -name "${MODEL_NAME}*.pte" -print -quit)
 }
 
+test_model_with_mediatek() {
+  if [[ "${MODEL_NAME}" == "dl3" ]]; then
+    EXPORT_SCRIPT=deeplab_v3
+  elif [[ "${MODEL_NAME}" == "mv3" ]]; then
+    EXPORT_SCRIPT=mobilenet_v3
+  elif [[ "${MODEL_NAME}" == "mv2" ]]; then
+    EXPORT_SCRIPT=mobilenet_v2
+  elif [[ "${MODEL_NAME}" == "ic4" ]]; then
+    EXPORT_SCRIPT=inception_v4
+  elif [[ "${MODEL_NAME}" == "ic3" ]]; then
+    EXPORT_SCRIPT=inception_v3
+  fi
+
+  PYTHONPATH=examples/mediatek/ "${PYTHON_EXECUTABLE}" -m examples.mediatek.model_export_scripts.${EXPORT_SCRIPT} -d /tmp/neuropilot/train -a ${EXPORT_SCRIPT}
+  EXPORTED_MODEL=$(find "./${EXPORT_SCRIPT}" -type f -name "*.pte" -print -quit)
+}
+
+
 if [[ "${BACKEND}" == "portable" ]]; then
   echo "Testing ${MODEL_NAME} with portable kernels..."
   test_model
@@ -281,6 +299,12 @@ elif [[ "${BACKEND}" == *"xnnpack"* ]]; then
   if [[ $? -eq 0 ]]; then
     prepare_artifacts_upload
   fi
+elif [[ "${BACKEND}" == "mediatek" ]]; then
+  echo "Testing ${MODEL_NAME} with mediatek..."
+  test_model_with_mediatek
+  if [[ $? -eq 0 ]]; then
+    prepare_artifacts_upload
+  fi
 else
   set +e
   if [[ "${BACKEND}" == *"quantization"* ]]; then
diff --git a/.github/workflows/pull.yml b/.github/workflows/pull.yml
index 5b45e203f16..df254b7f409 100644
--- a/.github/workflows/pull.yml
+++ b/.github/workflows/pull.yml
@@ -705,6 +705,12 @@ jobs:
         CONDA_ENV=$(conda env list --json | jq -r ".envs | .[-1]")
         conda activate "${CONDA_ENV}"
 
+        source .ci/scripts/utils.sh
+        install_executorch "--use-pt-pinned-commit"
+
+        PYTHON_EXECUTABLE=python bash .ci/scripts/setup-mediatek-deps.sh
+        PYTHON_EXECUTABLE=python bash .ci/scripts/build-mediatek-sdk.sh
+        PYTHON_EXECUTABLE=python bash .ci/scripts/test_model.sh "mv3" "buck2" "mediatek"
         # placeholder for mediatek to add more tests
 
   test-openvino-linux: