diff --git a/README.md b/README.md
index edd5dec..62ccc12 100644
--- a/README.md
+++ b/README.md
@@ -20,7 +20,21 @@ To run Atlas, you can choose one of the methods below.
 
 ### Using Docker (Recommended)
 
-[TODO: Add docker instruction]
+We automatically build docker images of Atlas and push them to [docker hub](https://hub.docker.com/r/alisinabh/atlas).
+
+You can easily run our docker image which automatically downloads the latest MaxMind DB like this.
+
+```
+docker run -it --rm \
+  -e "MAXMIND_ACCOUNT_ID={account id here}" \
+  -e "MAXMIND_LICENSE_KEY={license_key_here}" \
+  -p 8080:8080 \
+  alisinabh/atlas
+```
+
+Same image can be used for deploying Atlas to Kubernetes or other orchestration platforms.
+
+For more configuration variables, visit [Configuration](#configuration) section.
 
 ### Compiling from source
 
@@ -40,16 +54,16 @@ otherwise atlas crashes on startup.
 Atlas uses OS environment variables for configuration. Here are the list of environment variables
 that atlas looks into.
 
-- MAXMIND_ACCOUNT_ID: Your Maxmind Account ID used to download the database. **Required**
-- MAXMIND_LICENSE_KEY: Your Maxmind license key used to download the database. **Required**
-- MAXMIND_DB_VARIANT: (Also called Edition ID) The database edition to used. Default is `GeoLite2-City`.
-- MAXMIND_DB_DOWNLOAD_URL: Database download URL (only change if your download URL differs). Default is `https://download.maxmind.com/geoip/databases/{VARIANT}/download?suffix=tar.gz`.
+- `MAXMIND_ACCOUNT_ID`: Your Maxmind Account ID used to download the database. **Required**
+- `MAXMIND_LICENSE_KEY`: Your Maxmind license key used to download the database. **Required**
+- `MAXMIND_DB_VARIANT`: (Also called Edition ID) The database edition to used. Default is `GeoLite2-City`.
+- `MAXMIND_DB_DOWNLOAD_URL`: Database download URL (only change if your download URL differs). Default is `https://download.maxmind.com/geoip/databases/{VARIANT}/download?suffix=tar.gz`.
 
-- DB_PATH: Default path to save databases in. Default is `/opt/atlas/db`.
-- DB_UPDATE_INTERVAL_SECONDS: How often to check for updates in seconds. Default is a day (86400s).
-- HOST: Host to serve Atlas API on. Default is `0.0.0.0`.
-- PORT: Port number to serve Atlas API on. Default is `8080`.
-- SWAGGER_UI_ENABLED: If set to `true` swagger UI will be served on `http://{HOST}:{PORT}/swagger-ui` endpoint. Default is `false`.
+- `DB_PATH`: Default path to save databases in. Default is `/opt/atlas/db`.
+- `DB_UPDATE_INTERVAL_SECONDS`: How often to check for updates in seconds. Default is a day (86400s).
+- `HOST`: Host to serve Atlas API on. Default is `0.0.0.0`.
+- `PORT`: Port number to serve Atlas API on. Default is `8080`.
+- `SWAGGER_UI_ENABLED`: If set to `true` swagger UI will be served on `http://{HOST}:{PORT}/swagger-ui` endpoint. Default is `false`.
 
 ## Contribution