diff --git a/.circleci/config.yml b/.circleci/config.yml
index 07e685b8f..918e647af 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -328,6 +328,30 @@ jobs:
       - store_test_results:
           path: test-results
 
+  build_docker_image:
+    docker:
+      - image: circleci/python:3.12
+    steps:
+      - checkout
+      - setup_remote_docker:
+          version: 20.10.7
+      - run:
+          name: Build Docker image
+          command: |
+            docker build -t exo:latest .
+      - run:
+          name: Tag Docker image
+          command: |
+            docker tag exo:latest your-dockerhub-username/exo:latest
+      - run:
+          name: Login to DockerHub
+          command: |
+            echo "$DOCKERHUB_PASSWORD" | docker login -u "$DOCKERHUB_USERNAME" --password-stdin
+      - run:
+          name: Push Docker image
+          command: |
+            docker push your-dockerhub-username/exo:latest
+
 workflows:
   version: 2
   build_and_test:
@@ -344,3 +368,4 @@ workflows:
       - chatgpt_api_integration_test_tinygrad
       - chatgpt_api_integration_test_dummy
       - measure_pip_sizes
+      - build_docker_image
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..530d5c4ee
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,15 @@
+# Use a base image with Python 3.12
+FROM python:3.12-slim
+
+# Set the working directory
+WORKDIR /app
+
+# Copy the project files into the Docker image
+COPY . .
+
+# Install the project dependencies
+RUN pip install --upgrade pip
+RUN pip install -e .
+
+# Set the entry point to run the project
+ENTRYPOINT ["exo"]
diff --git a/README.md b/README.md
index 9881097a4..11b45549a 100644
--- a/README.md
+++ b/README.md
@@ -91,6 +91,31 @@ pip install -e .
 source install.sh
 ```
 
+### Using Docker
+
+You can also build and run exo using Docker.
+
+#### Build the Docker image
+
+```sh
+docker build -t exo:latest .
+```
+
+#### Run the Docker container
+
+```sh
+docker run -p 52415:52415 exo:latest
+```
+
+### Using Docker Compose
+
+You can use Docker Compose to run exo with multiple services.
+
+#### Build and run the services
+
+```sh
+docker-compose up --build
+```
 
 ### Troubleshooting
 
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 000000000..a35efe74c
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,12 @@
+version: '3.8'
+
+services:
+  exo:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    ports:
+      - "52415:52415"
+    environment:
+      - DEBUG=1
+      - TINYGRAD_DEBUG=2