"\n{\n    \"name\": \"Aisha\",\n    \"surname\": \"Khan\",\n    \"age\": 32,\n    \"weight\": 78,\n    \"height\": 168,\n    \"gender\": \"female\",\n    \"dietPreferences\": [\n        \"Prefers spicy food\",\n        \"Loves Pakistani cuisine\",\n        \"Trying to reduce carbohydrate intake\",\n        \"Enjoys mango lassi\"\n    ],\n    \"allergies\": \"Dust mites (mild sneezing)\",\n    \"chronicDiseases\": \"Polycystic Ovary Syndrome (PCOS)\",\n    \"medications\": \"Metformin (for PCOS)\",\n    \"other\": \"Works as a software engineer in Toronto, Canada. Recently married and lives with her husband. Enjoys hiking, coding in her free time, and trying new restaurants. Feels the pressure to balance her career and family life and the desire to start a family. Secretly wants to learn how to play the sitar and travel to Northern Pakistan. Volunteers by mentoring young women in STEM. Worried about the lack of diversity in the tech industry and the rising housing prices in Toronto.\",\n    \"pregnancy\": \"no\",\n    \"goal\": \"Manage PCOS symptoms, improve her fitness, and travel to Northern Pakistan.\",\n    \"physicalActivity\": \"Moderate (hiking on weekends, gym 2-3 times a week)\",\n    \"alcohol\": \"Socially (occasionally drinks wine with dinner)\",\n    \"smoking\": \"No\",\n    \"sleep\": \"Regular (7-8 hours)\",\n    \"occupation\": \"Software Engineer\"\n}\n\n"
```json
{
    "reasoning": "Coffee beans are generally acceptable for Aisha, as they are low in carbs and don't directly conflict with PCOS management. However, caffeine intake should be moderate due to potential effects on hormonal balance. The product itself is unprocessed, which is a positive aspect.",
    "product_name": "NISH COFFEE SPECIAL BEANS COLOMBIA SUPREMO",
    "rating": "B"
}
```