diff --git a/docker-compose.yaml b/docker-compose.yaml
index 1bafff7..f00117f 100644
--- a/docker-compose.yaml
+++ b/docker-compose.yaml
@@ -9,12 +9,16 @@ services:
       - backend
     command: python app.py # command to start up the front-end once the container is up and running
 
-
+  mongodb:
+    image: mongodb/mongodb-community-server:6.0-ubi8
+    environment:
+      - MONGO_INITDB_ROOT_USERNAME=user
+      - MONGO_INITDB_ROOT_PASSWORD=pass
+    volumes:
+      - type: bind
+        source: ./data
+        target: /data/db
 
   backend:
-    build: 
-    ports:
-      -
-    depends_on:
-      - db
-    command: python machine_learning_client.py
+    build: ./machine-learning-client
+  
diff --git a/machine-learning-client/Dockerfile b/machine-learning-client/Dockerfile
index ce38353..b5bd2a7 100644
--- a/machine-learning-client/Dockerfile
+++ b/machine-learning-client/Dockerfile
@@ -18,4 +18,4 @@ COPY . .
 
 RUN pip install -r requirements.txt
 
-CMD ["python"]
+CMD ["python", "machine_learning_client.py"]
diff --git a/web-app/Dockerfile b/web-app/Dockerfile
new file mode 100644
index 0000000..877e9fa
--- /dev/null
+++ b/web-app/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.11
+WORKDIR /app
+ADD . /app
+
+RUN pip install --trusted-host pypi.python.org -r requirements.txt
+
+EXPOSE 80
+
+# Define an environment variable... this will be available to programs running inside the container
+ENV NAME World
+# Run app.py when the container launches
+CMD ["python", "app.py"]
\ No newline at end of file