Conlin was born and raised in Allentown, Pennsylvania. She is of Chinese and Irish descent. She performed in her first play at the age of six and continued to appear on stage in numerous Pennsylvania community and regional productions. She attended Parkland High School in South Whitehall Township, Pennsylvania, where she starred in productions of Bye Bye Birdie and The Crucible. She graduated from Parkland High School in 1996.