feat: Expand UK institution recognition with professional bodies and variations

- Add CIPD, CIMA, ACCA, ICAEW, ICAS, CII, CIPS, CMI as recognized professional bodies
- Add 40+ university name variations (e.g., "Hull University" → "University of Hull")
- Add automatic "X University" ↔ "University of X" pattern transformation
- Improves education verification accuracy for common CV name formats

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

src/RealCV.Application/Data/UKInstitutions.cs

@@ -156,6 +156,24 @@ public static class UKInstitutions
         "University for the Creative Arts",
         "Ravensbourne University London",
 
+        // Professional Bodies (accredited qualification-awarding)
+        "CIPD",
+        "Chartered Institute of Personnel and Development",
+        "CIMA",
+        "Chartered Institute of Management Accountants",
+        "ACCA",
+        "Association of Chartered Certified Accountants",
+        "ICAEW",
+        "Institute of Chartered Accountants in England and Wales",
+        "ICAS",
+        "Institute of Chartered Accountants of Scotland",
+        "CII",
+        "Chartered Insurance Institute",
+        "CIPS",
+        "Chartered Institute of Procurement and Supply",
+        "CMI",
+        "Chartered Management Institute",
+
         // Business Schools (accredited)
         "Henley Business School",
         "Warwick Business School",
@@ -231,6 +249,77 @@ public static class UKInstitutions
         ["Queen Mary"] = "Queen Mary University of London",
         ["Royal Holloway University"] = "Royal Holloway, University of London",
         ["RHUL"] = "Royal Holloway, University of London",
+        ["Hull University"] = "University of Hull",
+        ["Hull"] = "University of Hull",
+
+        // Additional "X University" variations for "University of X" institutions
+        ["Birmingham University"] = "University of Birmingham",
+        ["Bristol University"] = "University of Bristol",
+        ["Edinburgh University"] = "University of Edinburgh",
+        ["Exeter University"] = "University of Exeter",
+        ["Glasgow University"] = "University of Glasgow",
+        ["Leeds University"] = "University of Leeds",
+        ["Leicester University"] = "University of Leicester",
+        ["Liverpool University"] = "University of Liverpool",
+        ["Manchester University"] = "University of Manchester",
+        ["Nottingham University"] = "University of Nottingham",
+        ["Sheffield University"] = "University of Sheffield",
+        ["Southampton University"] = "University of Southampton",
+        ["Warwick University"] = "University of Warwick",
+        ["York University"] = "University of York",
+        ["Bath University"] = "University of Bath",
+        ["Bradford University"] = "University of Bradford",
+        ["Brighton University"] = "University of Brighton",
+        ["Derby University"] = "University of Derby",
+        ["Dundee University"] = "University of Dundee",
+        ["Essex University"] = "University of Essex",
+        ["Greenwich University"] = "University of Greenwich",
+        ["Hertfordshire University"] = "University of Hertfordshire",
+        ["Huddersfield University"] = "University of Huddersfield",
+        ["Kent University"] = "University of Kent",
+        ["Lincoln University"] = "University of Lincoln",
+        ["Plymouth University"] = "University of Plymouth",
+        ["Portsmouth University"] = "University of Portsmouth",
+        ["Reading University"] = "University of Reading",
+        ["Salford University"] = "University of Salford",
+        ["Surrey University"] = "University of Surrey",
+        ["Sussex University"] = "University of Sussex",
+        ["Westminster University"] = "University of Westminster",
+        ["Winchester University"] = "University of Winchester",
+        ["Wolverhampton University"] = "University of Wolverhampton",
+        ["Worcester University"] = "University of Worcester",
+        ["Aberdeen University"] = "University of Aberdeen",
+        ["Stirling University"] = "University of Stirling",
+        ["Strathclyde University"] = "University of Strathclyde",
+        ["Aberystwyth University"] = "Aberystwyth University",
+        ["Bangor University"] = "Bangor University",
+        ["Swansea University"] = "Swansea University",
+
+        // London university variations
+        ["UCL"] = "University College London",
+        ["University College, London"] = "University College London",
+        ["East London University"] = "University of East London",
+        ["London Metropolitan"] = "London Metropolitan University",
+        ["London Met"] = "London Metropolitan University",
+        ["South Bank University"] = "London South Bank University",
+        ["LSBU"] = "London South Bank University",
+
+        // Other common variations
+        ["Open University"] = "The Open University",
+        ["OU"] = "The Open University",
+        ["Northumbria"] = "Northumbria University",
+        ["De Montfort"] = "De Montfort University",
+        ["DMU"] = "De Montfort University",
+        ["Sheffield Hallam"] = "Sheffield Hallam University",
+        ["Nottingham Trent"] = "Nottingham Trent University",
+        ["NTU"] = "Nottingham Trent University",
+        ["Oxford Brookes"] = "Oxford Brookes University",
+        ["MMU"] = "Manchester Metropolitan University",
+        ["Manchester Met"] = "Manchester Metropolitan University",
+        ["Liverpool John Moores"] = "Liverpool John Moores University",
+        ["LJMU"] = "Liverpool John Moores University",
+        ["UWE"] = "University of the West of England",
+        ["West of England"] = "University of the West of England",
     };
 
     /// <summary>
@@ -283,6 +372,11 @@ public static class UKInstitutions
         if (NameVariations.TryGetValue(normalised, out var officialName))
             return officialName;
 
+        // Try automatic "X University" ↔ "University of X" transformation
+        var transformed = TryTransformUniversityName(normalised);
+        if (transformed != null && RecognisedInstitutions.Contains(transformed))
+            return transformed;
+
         // Handle compound names (e.g., "Loughborough College/Motorsport UK Academy")
         // Split by common separators and check each part
         var separators = new[] { '/', '&', '-', '–', '—', ',' };
@@ -323,4 +417,27 @@ public static class UKInstitutions
 
         return null;
     }
+
+    /// <summary>
+    /// Attempts to transform university name between common formats:
+    /// "X University" ↔ "University of X"
+    /// </summary>
+    private static string? TryTransformUniversityName(string name)
+    {
+        // Try "X University" → "University of X"
+        if (name.EndsWith(" University", StringComparison.OrdinalIgnoreCase))
+        {
+            var place = name[..^11].Trim(); // Remove " University"
+            return $"University of {place}";
+        }
+
+        // Try "University of X" → "X University"
+        if (name.StartsWith("University of ", StringComparison.OrdinalIgnoreCase))
+        {
+            var place = name[14..].Trim(); // Remove "University of "
+            return $"{place} University";
+        }
+
+        return null;
+    }
 }