Emails continue to remain the most important and widely used mode of online communication despite having its origins in the middle of last century and being threatened by a variety of online communication innovations. While several studies have predicted the continuous growth of volume of email communication, there is little innovation on improving the search in emails, an imperative part of the user experience. In this work, we present a lightweight email application codenamed InLook, that intends to provide a productive search experience.