Randolph is unlikely the father. His visits to Monticello do not correspond to the time Heming would have gotten pregnant. There are no records of her every leaving Monticello after she returned from Paris with Jefferson.
I didn’t realize that peopp]e punched in and out when visiting or leaving Monticello.