Hi and welcome LTC. Amateur, in French it means "lover", "fan", "admirer". So, since you love to cook, you are definitely an "amateur".
Here in Quebec, if they a resto is having a seafood festival, they will probably write that it is for "les amateurs de fruit de mer".
May you live as long as you wish and love as long as you live.
Robert A. Heinlein