diff --git a/backend/app/db/fixmate.db b/backend/app/db/fixmate.db
index 611e24c..d1d9927 100644
Binary files a/backend/app/db/fixmate.db and b/backend/app/db/fixmate.db differ
diff --git a/backend/app/utils.py b/backend/app/utils.py
index 2a9f13d..415a9f5 100644
--- a/backend/app/utils.py
+++ b/backend/app/utils.py
@@ -99,7 +99,12 @@ def ticket_to_dict(ticket, request=None) -> dict:
     # Map category to expected values
     category_mapping = {
         "Unknown": "other",
-        "garbage": "trash"
+        "garbage": "trash",
+        "broken_streetlight": "streetlight",
+        "drainage": "drainage",
+        "pothole": "pothole",
+        "signage": "signage",
+        "streetlight": "streetlight"
     }
 
     return {
diff --git a/backend/static/uploads/bdb41802-b2a9-4d4b-ad60-5491be7987c8.jpg b/backend/static/uploads/bdb41802-b2a9-4d4b-ad60-5491be7987c8.jpg
deleted file mode 100644
index da1166b..0000000
Binary files a/backend/static/uploads/bdb41802-b2a9-4d4b-ad60-5491be7987c8.jpg and /dev/null differ
diff --git a/backend/static/uploads/f58deb8d-d49a-4bc8-870e-e0c1d3048ab6.jpg b/backend/static/uploads/f58deb8d-d49a-4bc8-870e-e0c1d3048ab6.jpg
new file mode 100644
index 0000000..60ba961
Binary files /dev/null and b/backend/static/uploads/f58deb8d-d49a-4bc8-870e-e0c1d3048ab6.jpg differ
diff --git a/dashboard/app.js b/dashboard/app.js
index 0e5073d..7c721f5 100644
--- a/dashboard/app.js
+++ b/dashboard/app.js
@@ -30,13 +30,28 @@ async function fetchTickets(){
   }
 }
 
+// Map backend category names to frontend filter categories
+function mapCategoryToFrontend(backendCategory) {
+  const categoryMapping = {
+    'broken_streetlight': 'streetlight',  // Backend AI model category
+    'garbage': 'trash',                   // Backend AI model category
+    // Direct matches (backend and frontend categories are the same)
+    'pothole': 'pothole',
+    'drainage': 'drainage',
+    'signage': 'signage',
+    'streetlight': 'streetlight',
+    'other': 'other'
+  };
+  return categoryMapping[backendCategory] || backendCategory || 'other';
+}
+
 // Normalize API data to expected format
 function normalizeReportData(report) {
   // Backend is already returning data in correct format
-  // Just ensure all required fields are present
+  // Just ensure all required fields are present and map categories
   return {
     id: report.id,
-    category: report.category || 'other',
+    category: mapCategoryToFrontend(report.category),
     severity: report.severity || 'low',
     status: report.status || 'submitted',
     notes: report.notes || '',