diff --git a/examples/pneumonia_detection/infer.py b/examples/pneumonia_detection/infer.py
new file mode 100644
index 0000000..b7c450e
--- /dev/null
+++ b/examples/pneumonia_detection/infer.py
@@ -0,0 +1,8 @@
+from igel.medical.models.pneumonia_model import PneumoniaClassifier
+import sys
+
+if __name__ == "__main__":
+    image_path = sys.argv[1]  # pass image path as CLI arg
+    model = PneumoniaClassifier()
+    result = model.predict(image_path)
+    print(f"Prediction: {result}")
diff --git a/igel/medical/models/config.yaml b/igel/medical/models/config.yaml
new file mode 100644
index 0000000..e69de29
diff --git a/igel/medical/models/pneumonia_model.pth b/igel/medical/models/pneumonia_model.pth
new file mode 100644
index 0000000..bdcd914
Binary files /dev/null and b/igel/medical/models/pneumonia_model.pth differ
diff --git a/igel/medical/models/pneumonia_model.py b/igel/medical/models/pneumonia_model.py
new file mode 100644
index 0000000..e69de29