diff --git a/dockerfiles/grading-clustering/1.0/Dockerfile b/dockerfiles/grading-clustering/1.0/Dockerfile
new file mode 100644
index 0000000..b76409d
--- /dev/null
+++ b/dockerfiles/grading-clustering/1.0/Dockerfile
@@ -0,0 +1,17 @@
+FROM ubuntu:22.04
+
+ENV DEBIAN_FRONTEND=noninteractive
+
+# Install Python and pip
+RUN apt-get update && \
+    apt-get install -y python3 python3-pip && \
+    rm -rf /var/lib/apt/lists/*
+
+# Install common data science and clustering libraries, more such can be added as per needs later on
+RUN pip3 install --no-cache-dir \
+    numpy \
+    pandas \
+    scikit-learn \
+    scipy 
+
+RUN ln -s /usr/bin/python3 /usr/bin/python
diff --git a/dockerfiles/grading-clustering/metadata.json b/dockerfiles/grading-clustering/metadata.json
new file mode 100644
index 0000000..9b99843
--- /dev/null
+++ b/dockerfiles/grading-clustering/metadata.json
@@ -0,0 +1,4 @@
+{
+    "pushLatest": true,
+    "latestTag": "1.0"
+}