I use Flitz metal polish on the shiny bits. I like it for two reasons, one is it works great, and two is that it is safe to use around humans. (I learned about it decades ago when I was the assistant manager of a Marie Callenders restaurant. We used it for polishing the brass and copper of the salad bar.
Since my hands end up all over the machine I don;t like to use harsh chems.