diff --git a/.github/workflows/build-publish.yml b/.github/workflows/build-publish.yml
index d1c7df8..c1cab98 100644
--- a/.github/workflows/build-publish.yml
+++ b/.github/workflows/build-publish.yml
@@ -10,31 +10,27 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@master
+    - name: Checkout code 🛒
+      uses: actions/checkout@v4
+
     - name: Update version file ⬆️
       uses: brettdorrans/write-version-to-file@v1.1.0
       with:
         filename: '.VERSION'
         placeholder: '${VERSION}'
 
-    - name: Set up Python 3.12
+    - name: Set up Python 3.12 🐍
       uses: actions/setup-python@v5
       with:
         python-version: "3.12"
 
-    - name: Install pypa/build
-      run: >-
-        python -m
-        pip install
-        build
-        --user
-
-    - name: Build a source tarball
-      run: >-
-        python -m
-        build
-        --sdist
-        --outdir dist/ .
+    - name: Install and configure Poetry 📜
+      uses: snok/install-poetry@v1
+      with:
+        virtualenvs-create: false
+
+    - name: Build & Package project 👷
+      run: poetry build
 
     - name: Publish distribution 📦 to PyPI
       if: startsWith(github.ref, 'refs/tags')
diff --git a/Dockerfile b/Dockerfile
index deead53..71ce5c3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,17 +1,26 @@
 FROM python:3.12-alpine
 
-# Install python-lxml
-RUN apk add --no-cache --virtual .build-deps \
-    gcc musl-dev \
-    libxslt-dev libxml2-dev && \
-    pip install lxml setuptools && \
-    apk del .build-deps && \
-    apk add --no-cache libxslt libxml2
+RUN adduser -D withings-sync
 
-RUN mkdir -p /src
-COPY . /src
+USER withings-sync
+WORKDIR /home/withings-sync
 
-RUN cd /src && \
-    pip install .
+ENV PATH="/home/withings-sync/.poetry/bin:${PATH}" \
+    PATH="/home/withings-sync/.local/bin:${PATH}" \
+    PIP_ROOT_USER_ACTION=ignore \
+    PIP_DISABLE_PIP_VERSION_CHECK=on \
+    POETRY_HOME=/home/withings-sync/.poetry \
+    POETRY_NO_INTERACTION=1 \
+    POETRY_VIRTUALENVS_IN_PROJECT=1 \
+    POETRY_VIRTUALENVS_CREATE=1 \
+    POETRY_CACHE_DIR=/tmp/poetry_cache
 
-ENTRYPOINT ["withings-sync"]
+RUN pip install poetry
+
+COPY --chown=withings-sync:withings-sync pyproject.toml poetry.lock README.md .VERSION ./
+RUN poetry install --without dev --no-root && rm -rf $POETRY_CACHE_DIR
+
+COPY --chown=withings-sync:withings-sync withings_sync ./withings_sync/
+RUN poetry install --without dev
+
+ENTRYPOINT ["poetry", "run", "withings-sync"]
diff --git a/contrib/do_release.sh b/contrib/do_release.sh
index e74e31b..bca460a 100644
--- a/contrib/do_release.sh
+++ b/contrib/do_release.sh
@@ -4,11 +4,11 @@
 # (username=__token__, password=pypi-***)
 
 set -e
-# extract the version="x.y.z" from setup.py
-VER=$(sed -n -e 's/.*version="\(.*\)".*/\1/p' < setup.py)
+# extract the version="x.y.z" from pyproject.toml
+VER=$(sed -n -e 's/.*version = "\(.*\)".*/\1/p' < pyproject.toml)
 
 function tag_if_not_tagged {
-  TAG=v$1
+  TAG=v$VER
   if git rev-parse --verify --quiet "refs/tags/$TAG" >/dev/null; then
     echo "tag ${TAG} already exists"
   else
@@ -19,13 +19,10 @@ function tag_if_not_tagged {
 }
 
 function publish_to_pypi() {
-  VERSION=$1
   echo "creating sdist.."
-  python3 setup.py sdist > /dev/null
-  ARTIFACT="dist/withings-sync-${VERSION}.tar.gz"
+  poetry build
   # Publish to pypi.org
-  twine check $ARTIFACT
-  twine upload $ARTIFACT
+  poetry publish
 }
 
 tag_if_not_tagged $VER
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..6fb4bff
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,770 @@
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "astroid"
+version = "3.3.5"
+description = "An abstract syntax tree for Python with inference support."
+optional = false
+python-versions = ">=3.9.0"
+files = [
+    {file = "astroid-3.3.5-py3-none-any.whl", hash = "sha256:a9d1c946ada25098d790e079ba2a1b112157278f3fb7e718ae6a9252f5835dc8"},
+    {file = "astroid-3.3.5.tar.gz", hash = "sha256:5cfc40ae9f68311075d27ef68a4841bdc5cc7f6cf86671b49f00607d30188e2d"},
+]
+
+[[package]]
+name = "black"
+version = "24.10.0"
+description = "The uncompromising code formatter."
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "black-24.10.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e6668650ea4b685440857138e5fe40cde4d652633b1bdffc62933d0db4ed9812"},
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+]
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+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.10)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "certifi"
+version = "2024.8.30"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.4.0"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
+files = [
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+zstd = ["zstandard (>=0.18.0)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.12"
+content-hash = "222c59bc6d0b5b3221673e17663b51e77c2e4cbe6d48748fb671fb33d072fe7f"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..26e3c7a
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,29 @@
+[tool.poetry]
+name = "withings-sync"
+version = "5.0.0a1"
+description = "A tool for synchronisation of Withings (ex. Nokia Health Body) to Garmin Connect and Trainer Road."
+authors = ["Steffen Vogel <post@steffenvogel.de>",
+           "Masayuki Hamasaki",
+          ]
+license = "MIT"
+readme = "README.md"
+packages = [{include = "withings_sync"}]
+
+[tool.poetry.dependencies]
+python = "^3.12"
+garth = "^0.4.46"
+requests = "^2.32.3"
+lxml = "^5.3.0"
+python-dotenv = "^1.0.1"
+importlib-resources = "^6.4.5"
+
+[tool.poetry.group.dev.dependencies]
+black = "^24.10.0"
+pylint = "^3.3.1"
+
+[tool.poetry.scripts]
+withings-sync = "withings_sync.sync:main"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index ceae4a5..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-lxml
-requests
-garth
-setuptools
diff --git a/setup.py b/setup.py
deleted file mode 100644
index c5d8bff..0000000
--- a/setup.py
+++ /dev/null
@@ -1,35 +0,0 @@
-import os
-from setuptools import setup
-
-
-# Utility function to read the README file.
-# Used for the long_description.  It's nice, because now 1) we have a top level
-# README file and 2) it's easier to type in the README file than to put a raw
-# string in below ...
-def read(fname):
-    return open(os.path.join(os.path.dirname(__file__), fname)).read()
-
-
-setup(
-    name="withings-sync",
-    version=read(".VERSION"),
-    author="Masayuki Hamasaki, Steffen Vogel",
-    author_email="post@steffenvogel.de",
-    description="A tool for synchronisation of Withings (ex. Nokia Health Body) to Garmin Connect and Trainer Road.",
-    license="MIT",
-    keywords="garmin withings sync api scale smarthome",
-    url="https://github.com/jaroslawhartman/withings-sync",
-    packages=["withings_sync"],
-    long_description=read("README.md"),
-    long_description_content_type="text/markdown",
-    classifiers=[
-        "Topic :: Utilities",
-        "License :: OSI Approved :: MIT License",
-    ],
-    install_requires=["lxml", "requests", "garth>=0.4.32", "python-dotenv"],
-    entry_points={
-        "console_scripts": ["withings-sync=withings_sync.sync:main"],
-    },
-    zip_safe=False,
-    include_package_data=True,
-)
diff --git a/withings_sync/sync.py b/withings_sync/sync.py
index e874d00..bd54cde 100644
--- a/withings_sync/sync.py
+++ b/withings_sync/sync.py
@@ -503,8 +503,8 @@ def main():
     logging.debug("withings-sync script version %s", version("withings-sync"))
     logging.debug("Script invoked with the following arguments: %s", ARGS)
 
-    if sys.version_info < (3, 7):
-        print("Sorry, requires at least Python3.7 to avoid issues with SSL.")
+    if sys.version_info < (3, 12):
+        print("Sorry, requires at least Python3.12.")
         sys.exit(1)
 
     sync()
diff --git a/withings_sync/withings2.py b/withings_sync/withings2.py
index 3c2987e..ead7d40 100644
--- a/withings_sync/withings2.py
+++ b/withings_sync/withings2.py
@@ -4,7 +4,7 @@
 import json
 import os
 import time
-import pkg_resources
+import importlib_resources
 import requests
 
 log = logging.getLogger("withings")
@@ -14,9 +14,10 @@
 TOKEN_URL = "https://wbsapi.withings.net/v2/oauth2"
 GETMEAS_URL = "https://wbsapi.withings.net/measure?action=getmeas"
 
+
 APP_CONFIG = os.environ.get(
     "WITHINGS_APP",
-    pkg_resources.resource_filename(__name__, "config/withings_app.json"),
+    importlib_resources.files(__name__) / "config/withings_app.json",
 )
 USER_CONFIG = os.environ.get("WITHINGS_USER", HOME + "/.withings_user.json")