Rivera, who identified to be a drag queen, was of Puerto Rican and Venezuelan descent and grew up in New York City. Her father abandoned her and her mom died of suicide when she was only three years aged. Her intellect built her jump out, and soon she was chosen by NASA in 1990 to engage in i