{
  "basic_information": {
    "age": 47,
    "gender": "Male",
    "occupation": "Civil engineer"
  },
  "driving_experience": "25 years",
  "driving_frequency_per_week": "25 to 30 h",
  "driving_purposes": [
    "Supervising construction sites across cities",
    "Long family trips across emirates"
  ],
  "driving_habits_preferences": [
    "Drives confidently at highway speeds for long stretches",
    "Accelerates strongly when merging or overtaking",
    "Keeps progress-oriented pace rather than settling behind slower vehicles"
  ],
  "health_and_driving_records": {
    "health_conditions": "None",
    "accidents_last_5_years": "Minor rear-end collision"
  },
  "driving_style": "Aggressive",
  "international_driving_experience": "Driven across GCC countries (UAE, Oman, Saudi Arabia)"
}