Dynamic and forward-thinking AI Engineer with a strong background in 3D computer vision, deep learning, model fine-tuning and project management. During my 3.5 years of industry experience, I Led projects in R&D and production where I managed small teams of passionate engineers to imagine, develop, optimize and deploy innovative solutions for UAVs(drones) and geomatic data processing (LiDAR \& Photogrammetry).Very project driven, I thrive to solve real-life problems using machine learning and pragmatic innovative thinking, from precision agriculture to healthcare and more.I'm personally involved in multiple healthcare patent projects and I produce baroque music video clips.
Mdinfinity
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Artificial Intelligence EngineerMdinfinity Oct 2021 - PresentLyon, Auvergne-Rhône-Alpes, FranceLed the R&D for cutting-edge AI based solutions on airborne LiDAR data:- Led the research and built an AI based LiDAR 3D point cloudsegmentation system.- Led the development and deployment of an AI based crops monitoring system for a Precision Agriculture client- Managed the development of a GPU accelerated cloud framework forAI data processing on 2D and 3D data.
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Computer Vision Research EngineerGeown Data Solutions Oct 2020 - Oct 2021Lyon, Auvergne-Rhône-Alpes, FranceLed the research of innovative AI solutions for drone flight autonomy andLiDAR data processing:- Built an AI based autonomous powerline survey system for drones. Using nadir camera images to profide powerline position and trajectory to the flight system.- Built an AI based 3D point cloud road surface segmentation system from nadir images. -
StudentsFast.Ai Jul 2019 - Oct 2020Studying cutting edge Machine Learning and Deep Learning models. -
Chef De ProjetAamco Architectes Jan 2015 - Oct 2018Région De Villeurbanne, France
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Assistant ArchitecteAagroup Feb 2013 - Dec 2014Région De Valence, France
Antonin Sumner Education Details
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Mit Open CoursewareMathematics -
Computer Science
Frequently Asked Questions about Antonin Sumner
What company does Antonin Sumner work for?
Antonin Sumner works for Mdinfinity
What is Antonin Sumner's role at the current company?
Antonin Sumner's current role is Machine Learning Research Engineer | Computer vision | Deep Learning | LiDAR | Multispectral imagery.
What schools did Antonin Sumner attend?
Antonin Sumner attended Mit Open Courseware, Fast.ai, Fast.ai, Rice University, École D'architecture De La Ville & Des Territoires À Marne-La-Vallée.
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