About

Founded on a love of music and technology, programming and design, Stubble was formed in the spring of 2009 to develop products the founders themselves desired. Building on a collective interest in machine learning, human-computer interaction, music signal processing, mobile devices and great beer, our efforts reside in a field we feel is best referred to as personalized music intelligence.

With no shortage of ideas and the tenacity to perfect them, we couldn't be more excited about things to come – so keep an eye out for new products and technologies as we continue to grow.
Eric Humphrey
Creative Director
Eric received his B.S.E.E. from Syracuse University in 2007 and is finishing a M.S. in Music Engineering at the University of Miami. When not programming, designing, or thinking about music technology, Eric can be found playing guitar, probably somewhere outdoors.
Pat O'Keefe
Lead Programmer
Pat is going into his fourth year of an audio/electrical engineering degree at the University of Miami and is looking forward to the unlimited funding and small work load that is Grad School. He enjoys auto-text completion and really, really nice sandwiches.
Reid Draper
Knowledge Expert
Reid is obsessed with music information and exploring how people interact with their music collections. He enjoys brewing coffee.