Estes played for Stanford University. She was a senior on the 2002 NCAA National Championship Team; was a two-time All-American; and broke a Stanford scoring record with 93 goals in her sophomore year. She graduated with an Engineering degree at Stanford, and interned for studied roller-coaster design as an intern with Disney.
In 2003, Estes was named the USA Water Polo Female Athlete of the Year.