Predict car price based on it's specifications

{
    "predicted_price": 37998,
    "price_range": {
        "lower_bound": 32913,
        "upper_bound": 44358
    },
    "specs": {
        "base_exterior_color": "Black",
        "base_interior_color": "Brown",
        "carfax_1_owner": false,
        "carfax_clean_title": false,
        "city_mpg": 18,
        "cylinders": 6,
        "doors": 4,
        "drivetrain": "4WD",
        "engine_block": "V",
        "engine_size": 2.7,
        "highway_mpg": 23,
        "is_certified": false,
        "latitude": 44.71164,
        "longitude": -92.851607,
        "make": "ford",
        "miles": 28741,
        "model": "f-150",
        "transmission": "Automatic",
        "trim": "xlt",
        "year": 2018
    }
}