{
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  "firstName": "Ankit",
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  "motherName": "Mis Lodhi",
  "spouseName": "Kherul Verma",
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    "digitalLiteracyScore": 57,
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    "petPreference": "none",
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      "News",
      "YouTube",
      "Regional Cinema"
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    "readingHabit": "rare",
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    "preferredSocialMedia": "YouTube"
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      "Romance"
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    "animePreferences": null,
    "favoriteAnimeTitles": null,
    "primaryPlatform": "none",
    "watchFrequency": "weekly"
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    "academicOrientation": 31,
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    "agriculturalRootedness": 75,
    "artisanTradition": 1,
    "bureaucraticOrientation": 17,
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    "savingsOrientation": 61,
    "riskAppetite": 7
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  "householdSize": 1,
  "householdAssets": {
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    "hasTelevision": true,
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    "hasPhone": true,
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    "bankingService": true,
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    "numberOfRooms": 4,
    "roofMaterial": "tiles",
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    "lightingSource": "electricity",
    "drinkingWaterSource": "tap_treated"
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  "generatedAt": "2026-09-25T15:56:00.983806",
  "seed": 13,
  "skills": {
    "technical": [
      "Computer Basics"
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    "soft": [
      "Time Management"
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    "certifications": [
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    "languages": [
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        "language": "Hindi",
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        "reading": "fluent",
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      {
        "language": "Urdu",
        "speaking": "intermediate",
        "reading": "intermediate",
        "writing": "intermediate"
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      {
        "language": "English",
        "speaking": "intermediate",
        "reading": "intermediate",
        "writing": "intermediate"
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    ]
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  "lifeEvents": [
    {
      "year": 1985,
      "event": "born",
      "detail": "Born in Jehanabad."
    },
    {
      "year": 2012,
      "event": "married",
      "detail": "Married Kherul Verma."
    },
    {
      "year": 2013,
      "event": "child_born",
      "detail": "Birth of child 1."
    },
    {
      "year": 2019,
      "event": "child_born",
      "detail": "Birth of child 2."
    },
    {
      "year": 2026,
      "event": "child_born",
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    "loans": [],
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}