diff --git a/.ci/scripts/setup-emscripten.sh b/.ci/scripts/setup-emscripten.sh
new file mode 100644
index 00000000000..6ecdad37007
--- /dev/null
+++ b/.ci/scripts/setup-emscripten.sh
@@ -0,0 +1,20 @@
+
+set -ex
+
+install_nodejs() {
+    curl -o- https://raw.githubusercontent.com/nvm-sh/nvm/v0.40.3/install.sh | bash
+    \. "$HOME/.nvm/nvm.sh"
+    nvm install 22
+}
+
+install_emscripten() {
+    git clone https://github.com/emscripten-core/emsdk.git
+    pushd emsdk || return
+    ./emsdk install 4.0.10
+    ./emsdk activate 4.0.10
+    source ./emsdk_env.sh
+    popd || return
+}
+
+install_nodejs
+install_emscripten
diff --git a/.github/workflows/pull.yml b/.github/workflows/pull.yml
index df254b7f409..02903918fe5 100644
--- a/.github/workflows/pull.yml
+++ b/.github/workflows/pull.yml
@@ -734,3 +734,31 @@ jobs:
 
         PYTHON_EXECUTABLE=python bash .ci/scripts/setup-openvino.sh
         PYTHON_EXECUTABLE=python bash .ci/scripts/test_openvino.sh
+
+  test-build-wasm-linux:
+    name: test-build-wasm-linux
+    uses: pytorch/test-infra/.github/workflows/linux_job_v2.yml@main
+    permissions:
+      id-token: write
+      contents: read
+    strategy:
+      fail-fast: false
+    with:
+      runner: linux.2xlarge
+      docker-image: executorch-ubuntu-22.04-clang12
+      submodules: 'recursive'
+      ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
+      timeout: 90
+      script: |
+        # The generic Linux job chooses to use base env, not the one setup by the image
+        CONDA_ENV=$(conda env list --json | jq -r ".envs | .[-1]")
+        conda activate "${CONDA_ENV}"
+
+        BUILD_TOOL="cmake"
+        PYTHON_EXECUTABLE=python bash .ci/scripts/setup-linux.sh --build-tool "${BUILD_TOOL}"
+
+        # Install Node.js and Emscripten
+        source .ci/scripts/setup-emscripten.sh
+
+        # Test selective build
+        PYTHON_EXECUTABLE=python bash examples/wasm/test_build_wasm.sh
diff --git a/CMakeLists.txt b/CMakeLists.txt
index d3c81fd1b38..3f6133af74f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -726,6 +726,16 @@ if(EXECUTORCH_BUILD_EXECUTOR_RUNNER)
   endif()
   target_link_libraries(executor_runner ${_executor_runner_libs})
   target_compile_options(executor_runner PUBLIC ${_common_compile_options})
+
+  if(EMSCRIPTEN)
+    # Directory of model pte files to embed in the wasm binary.
+    if(NOT DEFINED WASM_MODEL_DIR)
+      set(WASM_MODEL_DIR "${CMAKE_SOURCE_DIR}/models/")
+    endif()
+
+    set(CMAKE_EXECUTABLE_SUFFIX ".html")
+    target_link_options(executor_runner PUBLIC -sALLOW_MEMORY_GROWTH --embed-file "${WASM_MODEL_DIR}@/")
+  endif()
 endif()
 
 if(EXECUTORCH_BUILD_VULKAN)
diff --git a/examples/wasm/README.md b/examples/wasm/README.md
new file mode 100644
index 00000000000..ecc65896920
--- /dev/null
+++ b/examples/wasm/README.md
@@ -0,0 +1,72 @@
+# ExecuTorch Wasm Build
+
+This guide describes how to build ExecuTorch for WebAssembly (Wasm).
+
+## Directory Structure
+
+```
+examples/wasm
+└── README.md                         # This file
+```
+
+## Prerequisites
+
+- [emscripten](https://emscripten.org/docs/getting_started/Tutorial.html)
+- [Node.js](https://nodejs.org/en/) (Optional)
+
+## Generate Models
+
+JavaScript does not have access to the filesystem. To load a model, it needs to be preloaded or embedded into the virtual filesystem. In this example, models in the `./models/` directory are embedded by default. We will then build `executorch_runner` in Wasm.
+
+1. Following the setup guide in [Setting up ExecuTorch](https://pytorch.org/executorch/main/getting-started-setup)
+you should be able to get the basic development environment for ExecuTorch working.
+
+2. Using the script `portable/scripts/export.py` generate a model binary file by selecting a
+model name from the list of available models in the `examples/models` dir.
+
+```bash
+cd executorch # To the top level dir
+
+mkdir models
+
+# To get a list of example models
+python3 -m examples.portable.script.export -h
+
+# To generate a specific pte model into the models/ directory
+python3 -m examples.portable.scripts.export --model_name="mv2" --output_dir="models/" # for MobileNetv2
+
+# This should generate ./models/mv2.pte file, if successful.
+```
+
+Use -h (or --help) to see all the supported models. For the browser example, make sure you have a model with the file name `model.pte` in the `./models/` directory.
+
+3. Once we have the model binaries (.pte) in `./models/`, we can build `executor_runner` in Wasm with Emscripten. When calling `emcmake cmake`, you can pass the `-DWASM_MODEL_DIR=<path>` option to specify the directory containing the model files instead of `./models/`.
+
+```bash
+./install_executorch.sh --clean
+(mkdir cmake-out-wasm \
+    && cd cmake-out-wasm \
+    && emcmake cmake -DEXECUTORCH_PAL_DEFAULT=posix ..) \
+  && cmake --build cmake-out-wasm -j32 --target executor_runner
+```
+
+If you need to rebuild `executor_runner` after modifying the contents of `./models/`, you can run the following command
+
+```bash
+cmake --build cmake-out-wasm -j32 --target executor_runner --clean-first
+```
+
+4. Run the model with Node.js.
+
+```bash
+# Run the tool on the generated model.
+node cmake-out-wasm/executor_runner.js --model_path mv2.pte
+```
+
+5. You can also run the model in the browser. Note that you cannot pass command line arguments to the browser version of the tool. By default, the program will load the model `model.pte` and run it. Several browsers do not support `file://` XHR requests to load the Wasm file. To get around this, you can use a local web server. For example, with Python:
+
+```bash
+python3 -m http.server --directory cmake-out-wasm
+```
+
+The page will be available at http://localhost:8000/executor_runner.html.
diff --git a/examples/wasm/test_build_wasm.sh b/examples/wasm/test_build_wasm.sh
new file mode 100644
index 00000000000..87ef91ce4b2
--- /dev/null
+++ b/examples/wasm/test_build_wasm.sh
@@ -0,0 +1,37 @@
+
+set -e
+
+source "$(dirname "${BASH_SOURCE[0]}")/../../.ci/scripts/utils.sh"
+
+test_build_wasm() {
+    local model_name=$1
+    local model_export_name="${model_name}.pte"
+    local model_dir_name="./models_test/"
+    echo "Exporting ${model_name}"
+    mkdir -p "${model_dir_name}"
+    ${PYTHON_EXECUTABLE} -m examples.portable.scripts.export --model_name="${model_name}" --output_dir="$model_dir_name"
+
+    local example_dir=examples/wasm
+    local build_dir=cmake-out/${example_dir}
+    rm -rf ${build_dir}
+    retry emcmake cmake -DWASM_MODEL_DIR="$(realpath "${model_dir_name}")" -B${build_dir} .
+
+    echo "Building ${example_dir}"
+    cmake --build ${build_dir} -j9 --target executor_runner
+
+    echo "Removing ${model_dir_name}"
+    rm -rf "${model_dir_name}"
+
+    echo 'Running wasm build test'
+    node ${build_dir}/executor_runner.js --model_path="${model_export_name}"
+}
+
+if [[ -z $PYTHON_EXECUTABLE ]];
+then
+  PYTHON_EXECUTABLE=python3
+fi
+
+cmake_install_executorch_lib
+
+test_build_wasm add_mul
+test_build_wasm mv2