diff --git a/examples/qualcomm/oss_scripts/whisper/TARGETS b/examples/qualcomm/oss_scripts/whisper/TARGETS
new file mode 100644
index 00000000000..a0ba19ee766
--- /dev/null
+++ b/examples/qualcomm/oss_scripts/whisper/TARGETS
@@ -0,0 +1,48 @@
+load("@fbcode_macros//build_defs:python_library.bzl", "python_library")
+load("@fbcode_macros//build_defs:python_binary.bzl", "python_binary")
+load("@fbsource//xplat/executorch/backends/qualcomm/qnn_version.bzl", "get_qnn_library_version")
+load("@fbsource//xplat/executorch/build:runtime_wrapper.bzl", "runtime")
+
+oncall("executorch")
+
+python_library(
+    name = "whisper_model_lib",
+    srcs = [
+        "whisper_model.py",
+    ],
+    deps = [
+        "//caffe2:torch",
+        "fbsource//third-party/pypi/transformers:transformers",
+    ],
+)
+
+python_library(
+    name = "whisper_lib",
+    srcs = ["whisper.py"],
+    deps = [
+        ":whisper_model_lib",
+        "//caffe2:torch",
+        "//executorch/backends/qualcomm/_passes:passes",
+        "//executorch/backends/qualcomm/partition:partition",
+        "//executorch/backends/qualcomm/quantizer:quantizer",
+        "//executorch/backends/qualcomm/serialization:serialization",
+        "//executorch/backends/qualcomm/utils:utils",
+        "//executorch/devtools/backend_debug:delegation_info",
+        "//executorch/examples/qualcomm:utils",
+        "//executorch/exir/capture:config",
+        "//executorch/exir/passes:memory_planning_pass",
+        "fbsource//third-party/pypi/datasets:datasets",
+        "fbsource//third-party/pypi/librosa:librosa",
+        "fbsource//third-party/pypi/soundfile:soundfile",
+        "fbsource//third-party/pypi/torchmetrics:torchmetrics",
+        "fbsource//third-party/pypi/transformers:transformers",
+    ],
+)
+
+python_binary(
+    name = "whisper",
+    main_module = "executorch.examples.qualcomm.oss_scripts.whisper.whisper",
+    deps = [
+        ":whisper_lib",
+    ],
+)
diff --git a/examples/qualcomm/oss_scripts/whisper/targets.bzl b/examples/qualcomm/oss_scripts/whisper/targets.bzl
new file mode 100644
index 00000000000..48f0174f392
--- /dev/null
+++ b/examples/qualcomm/oss_scripts/whisper/targets.bzl
@@ -0,0 +1,60 @@
+load(
+    "@fbsource//tools/build_defs:default_platform_defs.bzl",
+    "ANDROID",
+)
+load("@fbsource//xplat/executorch/build:runtime_wrapper.bzl", "get_oss_build_kwargs", "runtime")
+load("@fbsource//xplat/executorch/backends/qualcomm/qnn_version.bzl", "get_qnn_library_version")
+
+def define_common_targets():
+    runtime.cxx_library(
+        name = "runner_lib",
+        srcs = glob(
+            [
+                "runner/*.cpp",
+            ],
+        ),
+        exported_headers = glob([
+            "runner/*.h",
+        ]),
+        compiler_flags = [
+            "-Wno-global-constructors",
+            "-Wunused-command-line-argument",
+        ],
+        deps = [
+            "//executorch/extension/llm/runner:stats",
+            "//executorch/kernels/quantized:generated_lib",
+            "fbsource//third-party/qualcomm/qnn/qnn-{0}:api".format(get_qnn_library_version()),
+        ],
+        exported_deps = [
+            "//executorch/extension/module:module",
+            "//executorch/extension/llm/sampler:sampler",
+            "//executorch/extension/tensor:tensor",
+            "//pytorch/tokenizers:hf_tokenizer",
+            "//executorch/extension/evalue_util:print_evalue",
+            "//executorch/backends/qualcomm/runtime:runtime",
+        ],
+        external_deps = [
+            "gflags",
+        ],
+        platforms = [ANDROID],
+        **get_oss_build_kwargs()
+    )
+
+    runtime.cxx_binary(
+        name = "qnn_whisper_runner",
+        srcs = [
+            "qnn_whisper_runner.cpp",
+        ],
+        compiler_flags = [
+            "-Wno-global-constructors",
+        ],
+        deps = [
+            ":runner_lib",
+            "//executorch/extension/threadpool:threadpool",
+        ],
+        external_deps = [
+            "gflags",
+        ],
+        platforms = [ANDROID],
+        **get_oss_build_kwargs()
+    )
diff --git a/examples/qualcomm/oss_scripts/whisper/whisper.py b/examples/qualcomm/oss_scripts/whisper/whisper.py
index a9f666e5f54..3eb1395ab0e 100644
--- a/examples/qualcomm/oss_scripts/whisper/whisper.py
+++ b/examples/qualcomm/oss_scripts/whisper/whisper.py
@@ -3,6 +3,10 @@
 #
 # This source code is licensed under the BSD-style license found in the
 # LICENSE file in the root directory of this source tree.
+
+# TODO: reenable pyre after fixing the issues
+# pyre-ignore-all-errors
+
 import getpass
 import json
 import logging