Paquet made her ITF Circuit debut at the $10k tournament held in March 2010 in Gonesse, France; she only played the tournament’s singles event, losing in the second qualifying round. She played five tournaments on the 2010 ITF Women’s Circuit. She made her WTA Tour singles debut at the WTA Premier 2011 Open GdF Suez; as a wildcard, she lost in the first qualifying round to Michaela Pochabová.
She played collegiately for the Ohio State University. On May 29, 2017, Di Lorenzo and her partner Miho Kowase won the NCAA Women’s Doubles Championship. Di Lorenzo was born in Pittsburgh, Pennsylvania but raised in Columbus, Ohio, after her family moved there when she was around the age of seven. Her parents, Carlo and Daniela Di Lorenzo, are Italian immigrants from Salerno. Carlo is a physician at Nationwide Children’s Hospital in Columbus and Daniela teaches Italian at various colleges. Di Lorenzo attended New Albany High School in New Albany, Ohio.