grammar - Whomever or Whoever?

In the following sentence, should I use WHOMEVER or WHOEVER?

I don’t want whomever it is to see that I’m a woman alone.

Or should it be:

I don’t want whoever it is to see that I’m a woman alone.

The first option makes more sense grammatically, though the second sounds better to me.

Any thoughts would be greatly appreciated!