Mishra holds a Bachelor's degree in English Literature from the University of Michigan and a Masters in Education from Boston University, and has completed a major in music at the University of St. Thomas in Houston. Over the past 25 years she has taught a variety of subjects, including math, English, German, English as a Second Language, and Suzuki piano and flute. She is founder and director of the Houston preschool, Allegro Conservatory.