He was later engaged to former police chaplain Ann Lesley Smith. Rupert proposed to Ann on St. Patrick's Day in 2023 and announced the news to his own paper, The New York Post, a few days later.

The University of Guam Board of Regents is now led by Lesley-Anne Leon Guerrero as chairperson following the election of officers during the board’s Sept. 26 meeting.