{
  "basic_information": {
    "age": 45,
    "gender": "Female",
    "occupation": "Senior data analyst"
  },
  "driving_experience": "20 years",
  "driving_frequency_per_week": "10 to 15 h",
  "driving_purposes": [
    "School drop-off/pick-up",
    "Cross-town grocery shopping"
  ],
  "driving_habits_preferences": [
    "Prefers left lane for passing slower vehicles",
    "Accelerates decisively when traffic gaps open",
    "Uses cruise control on clear highways to maintain a brisk commute pace"
  ],
  "health_and_driving_records": {
    "health_conditions": "None",
    "accidents_last_5_years": "None"
  },
  "driving_style": "Aggressive",
  "international_driving_experience": "Short-term driving in Singapore"
}