diff --git a/deployment_scripts/ray.dockerfile b/deployment_scripts/ray.dockerfile
new file mode 100644
index 0000000..24ecffd
--- /dev/null
+++ b/deployment_scripts/ray.dockerfile
@@ -0,0 +1,27 @@
+FROM python:3.9
+
+# -------------------------------------------------------------------
+# Install Ray and essential packages.
+# For more information on Ray installation, see:
+#   https://docs.ray.io/en/latest/ray-overview/installation.html
+# Install the latest Dask versions that are compatible with
+#   Ray nightly. For more information, see:
+#   https://docs.ray.io/en/latest/data/dask-on-ray.html
+# -------------------------------------------------------------------
+
+RUN pip install --no-cache-dir \
+"ray==2.8.0" \
+"ray[default]==2.8.0" \
+"dask==2022.10.1" \
+torch \
+"pydantic<2" \
+six \
+"tqdm<2" \
+"pandas<2" \
+scikit-learn \
+matplotlib \
+optuna \
+seaborn \
+tabulate \
+jupyterlab \
+autopep8
\ No newline at end of file