Sileye BA

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GitHub Repositories

Education

• PhD in Statistical modelling Applied to Video Sequence Processing, Ecole Polytechnique Federale de Lausanne (EPFL), Institut de Recherches IDIAP, Switzerland

• Master of Mathematics, Computer Vision, and Machine learning, Ecole Normale Superieure (ENS) de Cachan, France

Professional Experience

• • May 2020-Present: Senior Machine Learning Scientist at L'Oreal Research & Innovation Paris working on computer vision and deep learning for human face and hair modelling from images. 

  • January 2020-Present: Part-time Adjunct professor at Neoma Business School Paris teaching an introductory  course to machine learning and Artificial intelligence with topics about supervised, unsupervised, and reinforcement learning. 

  • November 2017-May 2020: Senior Machine Learning Scientist at Dailymotion working computer vision and machine learning, and deep learning models for video categorization from image and text features.

  • March 2016-October 2017: Senior Researcher at Videostitch working on computer vision and machine learning models for panoramic 360 cameras processing for virtual reality.

  • May 2014-February 2016: Researcher in the Perception Team of INRIA Grenoble Rhone-Alpes working on computer vision and machine learning models for human and humanoid robots interactions from audio-visual data  

  • March 2013-May 2014: R&D Engineer at RN3D Innovation Lab working on computer vision and machine learning for human machine interface modelling from multi-modal stereo cameras (near infrared, RGB, depth)

  • May 2009-Feb. 2013: Post-doctoral researcher  in Signal and Communication Department of Telecom Bretagne (Brest, France) working  on the characterisation, detection and tracking of spatio-temporal events from multi-modal satellite images (sea surface temperature, ocean chlorophyll, ocean surface currents)

  • March 2007-April 2009: Post-doctoral researcher at IDIAP Research Institute working on  probabilistic models for joint head tracking and pose estimation, visual focus of attention and conversational events recognition from audio-visual data