| 2014-present | Researcher at Smart Impulse R&D on Non-Intrusive Load Monitoring. |
| 2009-2013 | Ph.D. Student at Telecom ParisTech on automatic transcription of audio, graduated in February 2013. |
| 2009 | Internship at Telecom ParisTech on spectral enhancement of audio. |
| 2008 - 2009 | UPMC/IRCAM, ATIAM Master Degree (Acoustic, Signal processing and Computer science applied to music), graduated in June 2009. |
| 2007 - 2008 | Internship at Philips Research on melody extraction. |
| 2005 - 2008 | Student at Telecom ParisTech, graduated in July 2008. |