Romain Benoit

Romain Benoit Email and Phone Number

Computer Vision and Optimization Engineer (R and D) @ ALPAO
Grenoble, FR
Romain Benoit's Location
Grenoble, Auvergne-Rhône-Alpes, France, France
About Romain Benoit

I’m a seasoned, values-driven Entrepreneur & Inventor.For over 10 years, I have been Building & working at Startups to bring some of the most cutting-edge technology to market.My love for entrepreneurship and innovative technology drives me on a daily basis to :- Assist the startup’s Growth, Valuation and Deal terms- Create business models- Manage finance and investor relations- Design and Drive strategic and technical roadmaps- Put cutting-edge AI & MR technologies into production- Build and Lead R&D teamsMy master's degree at MIT (Massachusetts Institute of Technology - OpenCourseWare) gave me a major in Artificial Intelligence and Computer Science, I also hold dual degrees in Business Management and Software Engineering from Grenoble INP (a Top French engineering school).Broadly interested in real-world Artificial Intelligence applications, mainly in Health Care ; I applied my expertise in generating novel Deep Learning solutions and overcoming tough CV, MR, and 3D challenges. I stay up to date on technological breakthroughs by attending and following AI conferences in France and abroad (ICCV, CVPR, NeurIPS, and so on), competing in Kaggle contests, and tracking newly submitted papers.Fascinated by management theory (as influenced by Andy Grove, Richard Dawkins, Eric Ries, and so on), I push for the establishment of Lean Startups/Structures powered by results-based leadership and a new "3D matrices organization structure" that fit with current working conditions.

Romain Benoit's Current Company Details
ALPAO

Alpao

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Computer Vision and Optimization Engineer (R and D)
Grenoble, FR
Website:
alpao.com
Employees:
48
Romain Benoit Work Experience Details
  • Alpao
    Computer Vision And Optimization Engineer (R And D)
    Alpao
    Grenoble, Fr
  • Areas.Ai
    Cto
    Areas.Ai Oct 2021 - Present
    We are shaping the future of orthopaedic surgery using the latest Artificial Intelligence (AI) and Mixed Reality (MR) technologies to improve patient outcomes.
  • Incubate W/Grenoble Hospital
    Co-Founder & Cto
    Incubate W/Grenoble Hospital Mar 2021 - Oct 2021
    • Creating a non-invasive sleep apnea diagnostic system to screen for and diagnose obstructive sleep apnea syndrome (OSA).• Responsible for technology transfer from a medical research project (+€500k) to the creation of a start-up• Building business model and technical roadmap• Implementing a specialized AI (3D Conv Neuronal Network & Registration) to forecast sleep apnea suspicion based on submandibular volume data obtained via photogrammetry using a smartphone.
  • Ngtv Experience
    Head Of R&D
    Ngtv Experience Oct 2018 - Sep 2021
    Saint-Priest, Auvergne-Rhône-Alpes, Fr
    • Responsible for developing and deploying multiple generations of Artificial Intelligence athletes tracking and movements recognition systems for the broadcasting of sports performances and training of athletes• Building and leading R&D team• Developing deep AI solutions that leverages the temporal context information around actions through Real-Time video analysis, Multi-Object Tracking (MOT), Multi-Target Multi-Camera Tracking (MTMCT) and Re-Identification (Re-ID) challenges----------• Responsable du développement et du déploiement de plusieurs générations d'Intelligences Artificielles dédiées au suivi d'athlètes et à la reconnaissance de mouvements pour la diffusion de performances sportives et l'entraînement des athlètes • Développement de solutions IA profondes traitant le contexte temporel des actions et adressant les défis IA liés à l'analyse temps-réel de vidéos, au Suivi Multi-Objet (MOT), au Suivi Multi-Cibles Multi-Caméras (MTMCT) et à la ré-identification (Re-ID)
  • Fresenius Group
    Cv & Ai Technical Lead Engineer
    Fresenius Group Sep 2017 - Oct 2018
    Bad Homburg, De
    • Responsible for developing and commissioning Machine Vision systems to inspect finished goods on high-rate production lines in pharmaceutical area• Managed studies on the trade-off between process capability & medical risk to reach suitable Precision and Recall scores on Machine Vision solutions • Training of the engineering and production departments in algorithmic operations and maintenance of Machine Learning solutions----------• Responsable technique du développement et de la mise en service de systèmes de vision industrielle pour l’inspection de produits finis sur des lignes à haute cadence dans le domaine pharmaceutique• Chargé d’études sur le compromis entre Capabilité machine et Risque patient pour atteindre des taux de Précision et de Rappel adéquats sur les solutions de vision industrielle• Formation des services Engineering et Production aux fonctionnements algorithmiques et à la maintenance de solutions Machine Learning
  • Alpao
    Computer Vision & Optimization Engineer (R&D)
    Alpao 2017 - 2017
    Montbonnot-Saint-Martin, Auvergne-Rhône-Alpes, Fr
    • Developed a real-time software for fast image reconstruction to enslave deformable mirrors dedicated to vision science, astronomy and space applications• Scientific-CMOS Cameras & Frame-Grabber interfacing based on Camera-Link Standard ; Parallel computing----------• Développement logiciel temps-réel d’un système de reconstruction rapide d’images pour l’asservissement de miroirs déformables dédiés aux sciences de la vision, à l’astronomie et aux activités spatiales• Interfaçage de Caméras scientifiques-CMOS & Frame Grabbers basées sur le protocole CameraLink ; Programmation parallèle
  • Multix Detection
    Computer Vision & Ai Engineer (R&D)
    Multix Detection 2016 - 2017
    • Designed an image based software prototype to improve the security screening efficiency at airports from X-ray spectrometry images----------• Conception d'un logiciel de traitement d'images pour améliorer l'efficacité de l'inspection des bagages dans les aéroports à partir d'imagerie X spectrale
  • Keolabs
    Signal Processing Engineer (R&D)
    Keolabs 2013 - 2016
    Montbonnot, Fr
    • Developed a dedicated Signal Processing library• Algorithms contribution and correction on the international ISO10373-6, ISO14443, EMVCo, FeliCa, NFC standards designed for smart card, smart phone, reader and RFID communications• Production deployment of state-of-the-art signal processing algorithms for laboratory certification of RF communications standards• Development of a test bench for automatic electrical and RF analysis at night

Romain Benoit Skills

Deep Learning Machine Learning Python C++ Deep Reinforcement Learning Computer Vision Electronic Signal Processing Scmos/cmos Cameras Tensorflow Cameralink Opencv Scikit Learn Data Science Keras Tensorboard Tensor Rt

Romain Benoit Education Details

  • Massachusetts Institute Of Technology
    Massachusetts Institute Of Technology
    Artificial Intelligence
  • Grenoble Inp - Uga
    Grenoble Inp - Uga
  • Classe Préparatoire Aux Grandes Écoles
    Classe Préparatoire Aux Grandes Écoles
    Ptsi/Pt

Frequently Asked Questions about Romain Benoit

What company does Romain Benoit work for?

Romain Benoit works for Alpao

What is Romain Benoit's role at the current company?

Romain Benoit's current role is Computer Vision and Optimization Engineer (R and D).

What schools did Romain Benoit attend?

Romain Benoit attended Massachusetts Institute Of Technology, Grenoble Inp - Uga, Classe Préparatoire Aux Grandes Écoles.

What skills is Romain Benoit known for?

Romain Benoit has skills like Deep Learning, Machine Learning, Python, C++, Deep Reinforcement Learning, Computer Vision, Electronic, Signal Processing, Scmos/cmos Cameras, Tensorflow, Cameralink, Opencv.

Who are Romain Benoit's colleagues?

Romain Benoit's colleagues are Matthieu Grau, Mathilde Auroire, Jerome Henry, Nisrine Arab, Phd, Hisham Forriere, Celine Alexandre, Mathilde Azéma.

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