diff --git a/.github/workflows/build-docker.yml b/.github/workflows/build-docker.yml
new file mode 100644
index 0000000..44ee672
--- /dev/null
+++ b/.github/workflows/build-docker.yml
@@ -0,0 +1,31 @@
+name: Create and deploy Docker image
+
+on: [push, pull_request]
+
+jobs:
+  build-develop-docker-image:
+    runs-on: ubuntu-latest
+    # Run only on develop branch
+    if: github.ref == 'refs/heads/develop'
+    steps:
+      - uses: actions/checkout@v3
+      - name: Build and publish develop Docker image
+        uses: elgohr/Publish-Docker-Github-Action@v5
+        with:
+          name: hsldevcom/transitdata-monitor-data-collector
+          username: ${{ secrets.TRANSITDATA_DOCKERHUB_USER }}
+          password: ${{ secrets.TRANSITDATA_DOCKERHUB_TOKEN }}
+          tags: develop
+  build-release-docker-image:
+    runs-on: ubuntu-latest
+    # Run only for tagged commits
+    if: github.event_name == 'push' && contains(github.ref, 'refs/tags/')
+    steps:
+      - uses: actions/checkout@v3
+      - name: Build and publish release Docker image
+        uses: elgohr/Publish-Docker-Github-Action@v5
+        with:
+          name: hsldevcom/transitdata-monitor-data-collector
+          username: ${{ secrets.TRANSITDATA_DOCKERHUB_USER }}
+          password: ${{ secrets.TRANSITDATA_DOCKERHUB_TOKEN }}
+          tag_semver: true
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 2b664c8..30825aa 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,3 +2,5 @@
 access_token.txt
 .idea
 __pycache__
+venv
+.DS_Store
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..06e9c14
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,6 @@
+FROM python:3
+
+COPY *.py requirements.txt /app/
+WORKDIR /app
+
+RUN ["pip3", "install", "-r", "requirements.txt"]
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 3a57e83..cac0150 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,5 @@
 paho-mqtt==1.6.1
 python-dotenv==0.20.0
 gtfs-realtime-bindings==0.0.7
+protobuf<=3.20.1
+requests
\ No newline at end of file