diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..4eb901a95
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,3 @@
+FROM python:3.6
+COPY requirements.txt /requirements.txt
+RUN pip install jupyterlab==2.1.4 -r /requirements.txt
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 000000000..6ab7de6dc
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,19 @@
+version: '3'
+services:
+
+  jupyter:
+    build: .
+    entrypoint: jupyter lab --ip=0.0.0.0 --port=8888 --allow-root --no-browser
+    network_mode: host
+    volumes:
+      - .:/hct
+      - ~/.jupyter:/root/.jupyter
+    working_dir: /hct
+
+  postgres:
+    environment:
+      - POSTGRES_DB=holo
+      - POSTGRES_USER=holocleanuser
+      - POSTGRES_PASSWORD=abcd1234
+    image: postgres:11
+    network_mode: host