Bailey studied writing at the Harold Ramis Film School at The Second City, where she now teaches writing. She graduated from Georgetown University with a degree in French and Film & Media Studies. 

Bailey worked as brand specialist for a cultural organization, where she crafted compelling copy and web content. Prior to that, she worked in TV and digital media and publishing in NYC.