A user profile may be generating from a source accordingly to embodiments of the present disclosure. In some embodiments, a process (e.g., implemented by a client) includes obtaining a set of commits associated with a user from a source code version control system, extracting at least one signal from the set of commits, obfuscating the signal(s), and outputting the obfuscated signal(s). In some embodiments, a process (e.g., implemented by a server) includes receiving a signal associated with source code, where the signal is extracted from a commit obtained via a source code version control system. The process further includes aggregating the signal with at least one other signal, generating a user profile based at least on part on the aggregated signals, and rendering the user profile on a graphical user interface.