About
I am a young creative, passionate about Artificial Intelligence, with a strong expertise in Machine Learning and specialized in Deep Learning (5+ years of experience).
You can find my personal projects, along with my blog articles on my website https://ai-odyssey.com or Medium https://medium.com/@juliendespois.
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Work experience
- April 2018 – present
L'Oréal
Senior Machine Learning & Deep Learning Scientist, L'Oréal AI ResearchProjects in production: • Designed and trained skin diagnostic algorithms for Lancôme Skin Screen, deployed worldwide Published: • High-Resolution Controllable Face Aging with Spatially-Aware Conditional GANs (Oral, ECCV 2020 Workshop) Research: • Photorealistic multi-domain image generation & translation with Conditional Generative Adversarial Networks (StyleGAN, StarGAN, etc.) • GAN-based skincare product effect simulation • Image processing, classification & regression with Convolutional Neural Networks (CNN) • Pairwise image comparison with Siamese Convolutional Neural Networks for ranking • Model bias detection via Feature Visualization & Adversarial Attacks in continuous space Frameworks: PyTorch, TensorFlow, Keras - July 2016 – March 2018
Amazon
Software Development Engineer, Prime Air• Worked on the Unmanned Traffic Management (UTM) system for delivery drone Path Planning Languages: Java, Python, C++ - August 2015 – June 2016
University of California, Berkeley
Graduate Student Researcher in AI, Spherical Soft Tensegrity Robots for NASA Space Missions• Implemented artificial intelligence algorithms to estimate the robot's location according to instruments measures, and find most efficient locomotion policies to reach a target location • Built a simulation environment for the Spherical Tensegrity Robot using Mars Reconnaissance Orbiter topographic data • Worked in a team of 15+ people from various departments including engineers as well as undergraduate, graduate and Phd students Learn more about this here: https://www.quora.com/What-are-examples-of-AI-coming-up-with-unconventional-solutions/answer/Julien-Despois
Education
- 2015 – 2016
University of California, Berkeley
Master of Engineering (MEng.), Cyber-Physical Systems with emphasis in Computational Analytics - 2013 – 2016
ISAE-SUPAERO
Master's Degree (MSc.), Aerospatial Engineering & Computer Science - 2011 – 2013
Montaigne (Bordeaux)
Classes Préparatoires aux Grandes Ecoles, MPSI/MP