diff --git a/features/synthetic_data_generation/synthetic_data_generation_gan.py b/features/synthetic_data_generation/synthetic_data_generation_gan.py
new file mode 100644
index 000000000..f0659325f
--- /dev/null
+++ b/features/synthetic_data_generation/synthetic_data_generation_gan.py
@@ -0,0 +1,9 @@
+# File name: synthetic_data_generation_gan.py
+import numpy as np
+from tensorflow.keras.models import Sequential
+from tensorflow.keras.layers import Dense, Conv2D
+
+class SyntheticDataGenerationGAN:
+    def __init__(self):
+        # Implement synthetic data generation using GANs here
+        pass