Your preferred plan is for baby to face the back window in a convertible seat.
The neck is still vulnerable to permanent damage if forward facing. It is acceptable to forward face after two years old if over 20 pounds but it is preferred to rear face to the seats rf weight limit. Never leave a child alone in a car while you run an errand. You could lose your child to a thief or heatstroke.