About David
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French
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Spanish
Basic
Experience
- OWKINData ScientistBIOTECHMay 2020 - November 2020 (6 months)Paris, France- Top 4% Kaggle OSIC Pulmonary fibrosis: regression task from 3D images and longitudinal data (EfficientNet + Attention + LME)- Generation of knee X-rays with VAE and StyleGAN2- Clustering for the identification of subgroups in knee osteoarthritis (longitudinal data)- Deep Learning for longitudinal data (GRU, LSTM)
- Founders FactoryMachine Learning Engineer - InternshipTECHJune 2019 - July 2019 (2 months)Cité de Londres, United Kingdom- Design and deployment of a voice command system for controlling the Pepper robot (Softbank Robotics):- "Wakeword" detection with Porcupine- Transcription of a voice command into text with Google Speech-to-Text- Pepper robot programming: web app + backend
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Education
- Master Engineer in Artificial IntelligenceESME Sudria2020- Deep Learning - Computer Vision - Image Processing - Statistiques appliquées pour le Machine Learning - Donnée temporelles
- General Engineering DegreeESME Sudria2020