{
  "basic_information": {
    "age": 34,
    "gender": "Female",
    "occupation": "Mechanic"
  },
  "driving_experience": "13 years",
  "driving_frequency_per_week": "10 to 15 h",
  "driving_purposes": [
    "Medical appointments",
    "Outdoor recreation"
  ],
  "driving_habits_preferences": [
    "Prefers smooth but not slow acceleration",
    "Maintains steady highway pace rather than frequent passing",
    "Keeps a moderate following distance while preserving progress"
  ],
  "health_and_driving_records": {
    "health_conditions": "Seasonal allergies",
    "accidents_last_5_years": "None"
  },
  "driving_style": "Balanced",
  "international_driving_experience": "Short-term driving in Singapore"
}