diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
new file mode 100644
index 0000000..e7271fa
--- /dev/null
+++ b/.github/workflows/cd.yml
@@ -0,0 +1,22 @@
+
+name: Continuous Deployment
+
+on:
+  workflow_run:
+    workflows: ["Continuous Integration"]
+    types:
+      - completed
+
+jobs:
+  build:
+
+    runs-on: self-hosted
+
+    steps:
+    - name: pull Docker image
+      run: sudo docker pull vijayj0shi/remx_api:latest
+    - name: Delete Old docker container
+      run: sudo docker rm -f remx_api-container || true
+    - name: Run Docker Container
+      run: sudo docker run -d -p 8080:8080 --name remx_api-container  vijayj0shi/remx_api
+
diff --git a/.github/workflows/python-app.yml b/.github/workflows/ci.yml
similarity index 71%
rename from .github/workflows/python-app.yml
rename to .github/workflows/ci.yml
index 703d639..69c5f25 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/ci.yml
@@ -1,17 +1,13 @@
 # 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
+name: Continuous Integration
 
 on:
   push:
     branches: [ "main" ]
   pull_request:
     branches: [ "main" ]
-
-permissions:
-  contents: read
-
 jobs:
   build:
 
@@ -34,4 +30,14 @@ jobs:
         flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics
         # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide
         flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics
+    - name: Login Dockerhub
+      env:
+        DOCKER_USERNAME: ${{secrets.DOCKERHUB_USERNAME}}
+        DOCKER_PASSWORD: ${{secrets.DOCKERHUB_PASSWORD}}
+      run: docker login -u $DOCKER_USERNAME -p $DOCKER_PASSWORD
+
+    - name: Build the Docker image
+      run: docker build -t vijayj0shi/remx_api:latest .
+    - name: push  Docker image
+      run: docker push vijayj0shi/remx_api:latest
 
diff --git a/.gitignore b/.gitignore
index 72a343c..755d886 100644
--- a/.gitignore
+++ b/.gitignore
@@ -50,7 +50,7 @@ coverage.xml
 .hypothesis/
 .pytest_cache/
 cover/
-testing.py
+
 # Translations
 *.mo
 *.pot
@@ -141,6 +141,7 @@ myenv.bak/
 # mkdocs documentation
 /site
 
+testing.py
 # mypy
 .mypy_cache/
 .dmypy.json
diff --git a/testing.py b/testing.py
index f223fb6..b53f309 100644
--- a/testing.py
+++ b/testing.py
@@ -7,12 +7,10 @@
 
 print(model)
 
-# path = os.path.join("tests","tst.zip")
-# files =[("files", open(path, "rb"))]
+path = os.path.join("tests","tst.zip")
+files =[("files", open(path, "rb"))]
 
 
-# response = requests.post("http://127.0.0.1:8000/api/predict/upload", files=files)
+response = requests.post("http://127.0.0.1:8000/api/predict/upload", files=files)
 
-# # Check response
-
-# print(response.json())
\ No newline at end of file
+print(response.json())
\ No newline at end of file