diff --git a/src/services/agents.service.ts b/src/services/agents.service.ts
index 049ba6f..242619a 100644
--- a/src/services/agents.service.ts
+++ b/src/services/agents.service.ts
@@ -62,6 +62,7 @@ export interface FieldValueResponse {
   sectionSlug: string;
   sectionName: string;
   value: unknown;
+  valueLabel?: unknown;
 }
 
 export interface GetFieldValuesResponse {
diff --git a/src/utils/profileDataMapper.ts b/src/utils/profileDataMapper.ts
index ca73f87..d0d72f7 100644
--- a/src/utils/profileDataMapper.ts
+++ b/src/utils/profileDataMapper.ts
@@ -376,13 +376,24 @@ function getFieldIcon(fieldSlug: string): string {
 function valueToStringArray(value: unknown): string[] {
   if (!value) return [];
 
+  // Format snake_case values to Title Case when they look like raw keys
+  // (labels from backend already have spaces, so this only affects unresolved values)
+  const formatIfSnakeCase = (s: string): string => {
+    const trimmed = s.trim();
+    // If it contains underscores and only letters/digits, treat as snake_case
+    if (/^[a-z0-9]+(_[a-z0-9]+)+$/i.test(trimmed)) {
+      return formatSnakeCaseToTitleCase(trimmed);
+    }
+    return trimmed;
+  };
+
   if (Array.isArray(value)) {
     // Deduplicate values
-    return [...new Set(value.map(v => String(v)).filter(v => v.trim() !== ''))];
+    return [...new Set(value.map(v => formatIfSnakeCase(String(v))).filter(v => v !== ''))];
   }
 
   if (typeof value === 'string' && value.trim()) {
-    return [value];
+    return [formatIfSnakeCase(value)];
   }
 
   if (typeof value === 'number' || typeof value === 'boolean') {
@@ -408,7 +419,10 @@ export function mapFieldValuesToSpecializationFields(fieldValues: FieldValueResp
   const seenSlugs = new Set<string>();
 
   for (const field of specializationFields) {
-    const { fieldSlug, fieldName, value } = field;
+    const { fieldSlug, fieldName, value, valueLabel } = field;
+
+    // Prefer resolved labels from backend; fallback to raw value
+    const displayValue = valueLabel ?? value;
 
     // Skip if no field info or no value
     if (!fieldSlug || !fieldName) continue;
@@ -417,7 +431,7 @@ export function mapFieldValuesToSpecializationFields(fieldValues: FieldValueResp
     if (seenSlugs.has(fieldSlug)) continue;
     seenSlugs.add(fieldSlug);
 
-    const values = valueToStringArray(value);
+    const values = valueToStringArray(displayValue);
     if (values.length === 0) continue;
 
     fields.push({