diff --git a/backend/toolbox/modules/android/mobsf_scanner.py b/backend/toolbox/modules/android/mobsf_scanner.py
index 5e2c217..5586ca3 100644
--- a/backend/toolbox/modules/android/mobsf_scanner.py
+++ b/backend/toolbox/modules/android/mobsf_scanner.py
@@ -16,14 +16,11 @@ Performs static analysis on APK files including permissions, manifest analysis,
 #
 # Additional attribution and requirements are provided in the NOTICE file.
 
-import asyncio
-import hashlib
-import json
 import logging
 import os
 from collections import Counter
 from pathlib import Path
-from typing import Dict, Any, List, Optional
+from typing import Dict, Any, List
 import aiohttp
 
 try:
diff --git a/backend/toolbox/modules/android/opengrep_android.py b/backend/toolbox/modules/android/opengrep_android.py
index 89c6fcf..01e32c4 100644
--- a/backend/toolbox/modules/android/opengrep_android.py
+++ b/backend/toolbox/modules/android/opengrep_android.py
@@ -273,8 +273,6 @@ class OpenGrepAndroid(BaseModule):
                 path_info = result.get("path", "")
                 start_line = result.get("start", {}).get("line", 0)
                 end_line = result.get("end", {}).get("line", 0)
-                start_col = result.get("start", {}).get("col", 0)
-                end_col = result.get("end", {}).get("col", 0)
 
                 # Code snippet
                 lines = extra.get("lines", "")
diff --git a/backend/toolbox/workflows/android_static_analysis/workflow.py b/backend/toolbox/workflows/android_static_analysis/workflow.py
index 683f574..8376cd2 100644
--- a/backend/toolbox/workflows/android_static_analysis/workflow.py
+++ b/backend/toolbox/workflows/android_static_analysis/workflow.py
@@ -129,7 +129,6 @@ class AndroidStaticAnalysisWorkflow:
 
         # Handle case where workspace_path is a file (single APK upload)
         # vs. a directory containing files
-        from pathlib import Path
         workspace_path_obj = Path(workspace_path)
 
         # Determine actual workspace directory and APK path