From 98fc01be8ec13c4f4cf581ed549aac84a51602aa Mon Sep 17 00:00:00 2001
From: "soroush.asadi" <soroush.asadi@aliasaas.com>
Date: Sun, 21 Jun 2026 20:20:07 +0330
Subject: [PATCH] Reject filler/verb words as applicant names
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The person-name extractor was grabbing the word after a title even when it was a verb/filler/
availability/role word, producing garbage headings like «خانم هستم»، «دکتر ام»، «دکتر داروساز
آماده». Stop collecting at a NameNoise word (هستم/ام/آماده/جویای/role words…), so a real name
(«دکتر سپیده علیزاده») still works but these fall back to the role heading. New ingests only;
existing rebuild via the talent reprocess button.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
---
 src/JobsMedical.Web/Services/ListingParser.cs | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/src/JobsMedical.Web/Services/ListingParser.cs b/src/JobsMedical.Web/Services/ListingParser.cs
index ea067e2..cd73128 100644
--- a/src/JobsMedical.Web/Services/ListingParser.cs
+++ b/src/JobsMedical.Web/Services/ListingParser.cs
@@ -236,6 +236,16 @@ public class HeuristicListingParser : IListingParser
     // Titles that introduce a person's name in «آماده به کار» posts.
     private static readonly string[] PersonTitles = { "دکتر", "خانم دکتر", "آقای دکتر", "مهندس", "سرکار خانم", "جناب آقای", "خانم", "آقای" };
 
+    // Words that are NOT a person's name — verbs/fillers/availability/role words the extractor was
+    // grabbing after a title («خانم هستم»، «دکتر ام»، «دکتر داروساز آماده»). Stop collecting at one.
+    private static readonly string[] NameNoise =
+    {
+        "هستم", "هستیم", "هستش", "ام", "بودم", "میباشم", "میباشد", "باشم", "آماده", "آماده‌ام",
+        "جویای", "بکار", "به‌کار", "کار", "همکاری", "نیازمند", "استخدام", "جذب", "عزیز", "محترم",
+        "گرامی", "خانم", "آقا", "اقا", "دکتر", "پزشک", "پرستار", "بهیار", "ماما", "دندانپزشک",
+        "داروساز", "تکنسین", "کارشناس", "متخصص", "عمومی", "مراقب", "کمک",
+    };
+
     /// <summary>Best-effort person name: a title (دکتر/خانم/…) plus up to two following words.</summary>
     private static string? ExtractPersonName(string text)
     {
@@ -251,6 +261,7 @@ public class HeuristicListingParser : IListingParser
             foreach (var w in words)
             {
                 if (NameStops.Contains(w)) break;
+                if (NameNoise.Any(n => Normalize(n) == Normalize(w))) break;   // «خانم هستم»/«دکتر ام»…
                 if (Regex.IsMatch(w, @"[\d]")) break;
                 if (w.Length == 1) break;
                 picked.Add(w);