Where Store Admin Information?

Yes, have a database table called "users" which would have fields like "username", "password", "last_login_date"

You can then query this table when the admin user wants to login.

Having the details in a database table means you can have more than one user, and in the future you can include things like permissions, logging the number of failed login attempts, etc