diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..a5d7528
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,12 @@
+FROM python:3.10-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY src/ ./src/
+
+EXPOSE 8080
+
+CMD ["python", "-m", "src.train"]
diff --git a/manifests/deployment.yaml b/manifests/deployment.yaml
index b944d5c..2dd3f07 100644
--- a/manifests/deployment.yaml
+++ b/manifests/deployment.yaml
@@ -15,6 +15,8 @@ spec:
       labels:
         app: mlops-serving
     spec:
+      imagePullSecrets:
+        - name: harbor-secret
       containers:
         - name: serving
           image: harbor.inje-private.com/mlops/mlops-serving:latest  # CI에서 자동 업데이트