Ferrandino moved to Sarasota, Florida in 2004 after living most of her career in the Northeast. She was elected chair of the Sarasota County Democratic Party prior to the start of the hotly contested 2008 presidential election. In 2008 Ferrandino served as a delegate to the Democratic national convention in Denver, Colorado, where she appeared among the delegates interviewed for a New York Times video series.