This paper explores the potential use of keystroke dynamics as a tool for user identification. Also known as typing dynamics, keystroke dynamics refers to distinctives patterns of typing behavior exhibited by individual users, such as typing speed, keypress duration, intervals between keypresses and more. These behaviors can form a unique typing signature that has potential to be used for user identification. This project aims to determine the feasibility of using typing dynamics for identification purposes based on an initial exploratory pilot study. This paper outlines the experimental setup and variables that may impact typing behavior, offering insights into the challenges and opportunities of keystroke dynamics as well as providing some initial data.