diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
new file mode 100644
index 0000000..743415f
--- /dev/null
+++ b/.github/workflows/python-app.yml
@@ -0,0 +1,39 @@
+# This workflow will install Python dependencies, run tests and lint with a single version of Python
+# For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python
+
+name: Python application
+
+on:
+  push:
+    branches: [ "main" ]
+  pull_request:
+    branches: [ "main" ]
+
+permissions:
+  contents: read
+
+jobs:
+  build:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v4
+    - name: Set up Python 3.9
+      uses: actions/setup-python@v5
+      with:
+        python-version: "3.9"
+    - name: Install uv
+      uses: astral-sh/setup-uv@v3
+    - name: Check lockfile consistency
+      run: |
+        uv lock --check
+    - name: Setup config file
+      run: |
+        cp config_template.json config.json
+    - name: Install dependencies
+      run: |
+        uv sync --frozen --extra dev
+    - name: Test with pytest
+      run: |
+        uv run pytest --cov=app
diff --git a/.gitignore b/.gitignore
old mode 100644
new mode 100755
index 8112c0b..4a919c5
--- a/.gitignore
+++ b/.gitignore
@@ -64,4 +64,5 @@ docs/_build/
 target/
 
 .DS_Store
-newrelic.ini
\ No newline at end of file
+newrelic.ini
+.venv/
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
old mode 100644
new mode 100755
index b6e9b30..27021f8
--- a/Dockerfile
+++ b/Dockerfile
@@ -20,8 +20,7 @@ RUN apt-get update && \
 
 RUN echo "Y" | apt-get install procps
 
-RUN pip install --user pipenv
-RUN pip install --upgrade pip
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
 
 # Create home ubuntu service
 RUN mkdir -p /home/ubuntu/apps/$SERVICE_NAME/logs
@@ -30,8 +29,8 @@ RUN mkdir -p /home/ubuntu/apps/$SERVICE_NAME/logs
 WORKDIR /home/ubuntu/apps/$SERVICE_NAME
 
 # Copy and install requirements
-COPY Pipfile Pipfile.lock /home/ubuntu/apps/$SERVICE_NAME/
-RUN /root/.local/bin/pipenv sync --system
+COPY pyproject.toml uv.lock /home/ubuntu/apps/$SERVICE_NAME/
+RUN uv sync --frozen --no-dev
 
 # Copy code folder
 COPY . .
diff --git a/Pipfile b/Pipfile
deleted file mode 100644
index dae8916..0000000
--- a/Pipfile
+++ /dev/null
@@ -1,14 +0,0 @@
-[[source]]
-url = "https://pypi.org/simple"
-verify_ssl = true
-name = "pypi"
-
-[packages]
-torpedo = {editable = true, ref = "1.0.0", git = "https://github.com/tata1mg/torpedo"}
-commonutils = {editable = true, ref = "1.0.0", git = "https://github.com/tata1mg/commonutils"}
-httpx = {extras = ["http2"], version = "0.23.3"}
-
-[dev-packages]
-
-[requires]
-python_version = "3.9.10"
diff --git a/Pipfile.lock b/Pipfile.lock
deleted file mode 100644
index 42960db..0000000
--- a/Pipfile.lock
+++ /dev/null
@@ -1,1481 +0,0 @@
-{
-    "_meta": {
-        "hash": {
-            "sha256": "8a9006f21ff83dd4de52e9d77e34c6dcb9ae1b4568dbd25548b16667596da6d4"
-        },
-        "pipfile-spec": 6,
-        "requires": {
-            "python_version": "3.9.10"
-        },
-        "sources": [
-            {
-                "name": "pypi",
-                "url": "https://pypi.org/simple",
-                "verify_ssl": true
-            }
-        ]
-    },
-    "default": {
-        "aiobotocore": {
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-            ],
-            "markers": "python_version >= '3.7'",
-            "version": "==2.6.0"
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-        "aiocontextvars": {
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-            "markers": "python_version >= '3.5'",
-            "version": "==0.2.2"
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-        "aiofiles": {
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-            ],
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diff --git a/README.md b/README.md
old mode 100644
new mode 100755
index de6b62f..d6ab5d5
--- a/README.md
+++ b/README.md
@@ -78,10 +78,9 @@ Based on your use case and expected load for a channel (number of notification r
     2. cd notifyone-handler
     3. touch config.json
     4. Generate actual keys and values for config.json file. Refer to config_template.json for keys.
-    5. pip isntall pipenv (if not alread installed)
-    6. python3 -m pipenv shell
-    7. python3 -m pipenv install
-    8. python3 -m app.service
+    5. pip install uv
+    6. uv sync
+    7. python3 -m app.service
 #### Docker container based deployment
 ###### Here, we pre-assume that you have got docker installed on you system, and it's up and running
     1. git clone https://github.com/tata1mg/notifyone-handler.git
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..5517bde
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,80 @@
+[project]
+name = "notifyone-handler"
+version = "0.1.0"
+requires-python = ">=3.9"
+dependencies = [
+    "httpx[http2]==0.23.3",
+    "aiokafka==0.10.0",
+    "torpedo",
+    "commonutils",
+]
+
+[project.optional-dependencies]
+dev = []
+
+[tool.uv.sources]
+torpedo = { git = "https://github.com/tata1mg/torpedo.git", tag = "1.0.0" }
+commonutils = { git = "https://github.com/tata1mg/commonutils.git", tag = "1.0.0" }
+
+[tool.uv]
+constraint-dependencies = [
+    # Pinned to match original Pipfile.lock transitive resolutions
+    "aiobotocore==2.6.0",
+    "aiofiles==23.2.1",
+    "aioitertools==0.11.0",
+    "aiosqlite==0.17.0",
+    "anyio==4.0.0",
+    "asyncpg==0.28.0",
+    "attrs==23.1.0",
+    "botocore==1.31.17",
+    "certifi==2023.7.22",
+    "cffi==1.16.0",
+    "cloudinary==1.36.0",
+    "coverage==7.3.2",
+    "cryptography==41.0.4",
+    "dill==0.3.7",
+    "ecdsa==0.18.0",
+    "ecs-logging==2.1.0",
+    "elastic-apm==6.18.0",
+    "exceptiongroup==1.1.3",
+    "formencode==2.0.1",
+    "gitdb==4.0.10",
+    "gitpython==3.1.37",
+    "h2==4.1.0",
+    "hpack==4.0.0",
+    "httptools==0.6.0",
+    "hyperframe==6.0.1",
+    "idna==3.4",
+    "iniconfig==2.0.0",
+    "iso8601==1.1.0",
+    "isort==5.12.0",
+    "jmespath==1.0.1",
+    "lazy-object-proxy==1.9.0",
+    "mmh3==4.0.1",
+    "packaging==23.2",
+    "platformdirs==3.11.0",
+    "pluggy==1.3.0",
+    "psutil==5.9.5",
+    "pyasn1==0.5.0",
+    "pycparser==2.21",
+    "pydantic==1.10.13",
+    "pypika-tortoise==0.1.6",
+    "python-dateutil==2.8.2",
+    "python-jose==3.3.0",
+    "pytz==2023.3.post1",
+    "pyyaml==6.0.1",
+    "rsa==4.9",
+    "sentry-sdk==1.31.0",
+    "six==1.16.0",
+    "smmap==5.0.1",
+    "sniffio==1.3.0",
+    "tomli==2.0.1",
+    "tomlkit==0.12.1",
+    "tortoise-orm==0.20.0",
+    "typing-extensions==4.8.0",
+    "ujson==5.8.0",
+    "urllib3==1.26.17",
+    "uvloop==0.17.0",
+    "wrapt==1.15.0",
+    "yarl==1.9.2",
+]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..5a09efa
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,1577 @@
+version = 1
+revision = 3
+requires-python = ">=3.9"
+resolution-markers = [
+    "python_full_version >= '3.11'",
+    "python_full_version == '3.10.*'",
+    "python_full_version < '3.10'",
+]
+
+[manifest]
+constraints = [
+    { name = "aiobotocore", specifier = "==2.6.0" },
+    { name = "aiofiles", specifier = "==23.2.1" },
+    { name = "aioitertools", specifier = "==0.11.0" },
+    { name = "aiosqlite", specifier = "==0.17.0" },
+    { name = "anyio", specifier = "==4.0.0" },
+    { name = "asyncpg", specifier = "==0.28.0" },
+    { name = "attrs", specifier = "==23.1.0" },
+    { name = "botocore", specifier = "==1.31.17" },
+    { name = "certifi", specifier = "==2023.7.22" },
+    { name = "cffi", specifier = "==1.16.0" },
+    { name = "cloudinary", specifier = "==1.36.0" },
+    { name = "coverage", specifier = "==7.3.2" },
+    { name = "cryptography", specifier = "==41.0.4" },
+    { name = "dill", specifier = "==0.3.7" },
+    { name = "ecdsa", specifier = "==0.18.0" },
+    { name = "ecs-logging", specifier = "==2.1.0" },
+    { name = "elastic-apm", specifier = "==6.18.0" },
+    { name = "exceptiongroup", specifier = "==1.1.3" },
+    { name = "formencode", specifier = "==2.0.1" },
+    { name = "gitdb", specifier = "==4.0.10" },
+    { name = "gitpython", specifier = "==3.1.37" },
+    { name = "h2", specifier = "==4.1.0" },
+    { name = "hpack", specifier = "==4.0.0" },
+    { name = "httptools", specifier = "==0.6.0" },
+    { name = "hyperframe", specifier = "==6.0.1" },
+    { name = "idna", specifier = "==3.4" },
+    { name = "iniconfig", specifier = "==2.0.0" },
+    { name = "iso8601", specifier = "==1.1.0" },
+    { name = "isort", specifier = "==5.12.0" },
+    { name = "jmespath", specifier = "==1.0.1" },
+    { name = "lazy-object-proxy", specifier = "==1.9.0" },
+    { name = "mmh3", specifier = "==4.0.1" },
+    { name = "packaging", specifier = "==23.2" },
+    { name = "platformdirs", specifier = "==3.11.0" },
+    { name = "pluggy", specifier = "==1.3.0" },
+    { name = "psutil", specifier = "==5.9.5" },
+    { name = "pyasn1", specifier = "==0.5.0" },
+    { name = "pycparser", specifier = "==2.21" },
+    { name = "pydantic", specifier = "==1.10.13" },
+    { name = "pypika-tortoise", specifier = "==0.1.6" },
+    { name = "python-dateutil", specifier = "==2.8.2" },
+    { name = "python-jose", specifier = "==3.3.0" },
+    { name = "pytz", specifier = "==2023.3.post1" },
+    { name = "pyyaml", specifier = "==6.0.1" },
+    { name = "rsa", specifier = "==4.9" },
+    { name = "sentry-sdk", specifier = "==1.31.0" },
+    { name = "six", specifier = "==1.16.0" },
+    { name = "smmap", specifier = "==5.0.1" },
+    { name = "sniffio", specifier = "==1.3.0" },
+    { name = "tomli", specifier = "==2.0.1" },
+    { name = "tomlkit", specifier = "==0.12.1" },
+    { name = "tortoise-orm", specifier = "==0.20.0" },
+    { name = "typing-extensions", specifier = "==4.8.0" },
+    { name = "ujson", specifier = "==5.8.0" },
+    { name = "urllib3", specifier = "==1.26.17" },
+    { name = "uvloop", specifier = "==0.17.0" },
+    { name = "wrapt", specifier = "==1.15.0" },
+    { name = "yarl", specifier = "==1.9.2" },
+]
+
+[[package]]
+name = "aiobotocore"
+version = "2.6.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "aiohttp" },
+    { name = "aioitertools" },
+    { name = "botocore" },
+    { name = "wrapt" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/60/62/ecd75f2dcccb89a60b50bcebee9364cb462235b513a185b607a5775fa9f5/aiobotocore-2.6.0.tar.gz", hash = "sha256:4805d0140bdfa17bfc2d0ba1243c8cc4273e927201fca5cf2e497c0004a9fab7", size = 98843, upload-time = "2023-08-11T20:43:20.815Z" }
+wheels = [
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+]
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+[[package]]
+name = "aiocontextvars"
+version = "0.2.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fb/f4/26986cd042d5f9e4847c8af6274588fae6c9f2ec67e332890572ae9f3bb2/aiocontextvars-0.2.2.tar.gz", hash = "sha256:f027372dc48641f683c559f247bd84962becaacdc9ba711d583c3871fb5652aa", size = 13565, upload-time = "2019-04-08T22:40:33.205Z" }
+wheels = [
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+]
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+[[package]]
+name = "aiofiles"
+version = "23.2.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/af/41/cfed10bc64d774f497a86e5ede9248e1d062db675504b41c320954d99641/aiofiles-23.2.1.tar.gz", hash = "sha256:84ec2218d8419404abcb9f0c02df3f34c6e0a68ed41072acfb1cef5cbc29051a", size = 32072, upload-time = "2023-08-09T15:23:11.564Z" }
+wheels = [
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+]
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+[[package]]
+name = "aiohttp"
+version = "3.7.4.post0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "async-timeout" },
+    { name = "attrs" },
+    { name = "chardet" },
+    { name = "multidict" },
+    { name = "typing-extensions" },
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