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Pierre Nagorny

6
Documents
Identifiants chercheurs

Présentation

The creation of new complex systems is my passion. I particularly like to design and optimize full systems, from hardware to software. During my PhD, I designed TheEye, a patented quality control system, which use human transfer learning to control any complex defect. This is an application of state of the art Deep Learning at an industrial scale. I am looking for an innovative projet, with strong design constraints and identity. I like to share and discuss ; I taught for 4 years mechanics and machine learning at the Polytech Annecy engineering school, and at the IUT Annecy, in lectures, tutorials and practical works. ### Research experience Sept. 2019 - Dec. 2020 **Postdoc on TheEye quality control system** SYMME laboratory, Univ.SMB, Annecy Industrialization of TheEye, towards a startup. I got 170k€ fund from Linksium public investor. Sept. 2016 – Sept. 2019 **PhD on quality control using transfer learning** SYMME lab, Univ.SMB, Annecy Design of a quality control system for plastic injection. Integration and fusion of polarimetric and thermal sensors, with a real-time deep learning inference network on embedded system (CUDA GPGPU). Full-Stack Flask, Angular, React web interface for remote system management, and cloud processing. 6 international conference, 1 journal article in review, 1 patent. I teached to L2 to M2 engineers: CAD, Machine Learning, mechanics, LabView. April 2015 – Jan. 2016 **Mechatronics and process engineer** Klokers, Annecy Industrialization support for a watchmaking startup: development of automated tooling, supply chain definition, integration of the Odoo ERP. R&D in embedded mechatronics: micro-motors, connectivity, sensors, energy optimization, under strong design and size constraints. ### Skills • ARM embedded systems Software architecture, TDD • Full-Stack Deep Learning • Research • Mechatronics design • C/C++, Python, Javascript • Flask, React, Cloud • Teaching at univ. ### Training 2016 – 2019 **PhD in engineering science** Savoie Mont-Blanc / Grenoble Alpes University 2012 – 2016 **Mechatronics engineer** Polytech Annecy-Chambéry, Annecy 2010 - 2012 **Undergraduate University Paris Saclay** Polytech Paris-Sud, Orsay 2010 **Baccalauréat Scientifique, with honors** Lycée Sainte-Marie, Antony ### Responsibilities 2016 – 2018 **Elected representative of PhD students** SYMME lab council, Savoie Mont Blanc Univ. 2013 – 2015 **National student office** Fédération des Elèves Réseau Polytech & BDE Annecy ### Hobbies Robotics, reinforcement learning Animation / Motion design Argentic photography & chemistry Music: synth, guitare, drum, programming Alpine sports: ski, crosscountry,climbing

Publications

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Polarimetric Imaging for Quality Control in Injection Molding

Pierre Nagorny , Thomas Lacombe , Thomas Muller , Hugues Favreliere , Eric Pairel
Quality Control by Artificial Vision 2019, IRIMAS laboratory, Haute-Alsace University, May 2019, Mulhouse, France. pp.92, ⟨10.1117/12.2522062⟩
Communication dans un congrès hal-02142317v1
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Contrôle Qualité 2.0 : Apprentissage supervisé de la notion de Qualité, application à l’injection plastique

Pierre Nagorny , Maurice Pillet , Eric Pairel
CIGI-QUALITA 2019, École de Technologie Supérieure de Montréal, Jun 2019, Montréal, Canada
Communication dans un congrès hal-02142331v1
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Generative Adversarial Networks for geometric surfaces prediction in injection molding

Pierre Nagorny , Thomas Lacombe , Hugues Favreliere , Maurice Pillet , Eric Pairel
2018 IEEE International Conference on Industrial Technology (ICIT), IEEE IES, Lyon 1 University, Ampère Lab, Satie Lab, Feb 2018, Lyon, France. pp.1514-1519, ⟨10.1109/ICIT.2018.8352405⟩
Communication dans un congrès hal-01995293v1
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Vers un pilotage de la qualité des pièces injectées

Pierre Nagorny , Eric Pairel , Maurice Pillet
15ème Colloque National AIP PRIMECA : "Concevoir et produire dans les industries du futur", AIP Primeca, Apr 2017, La Plagne, France
Communication dans un congrès hal-01551797v1
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Quality Prediction in Injection Molding

Pierre Nagorny , Maurice Pillet , Eric Pairel , Ronan Le Goff , Jerôme Loureaux
IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA 2017), IEEE, Jun 2017, Annecy, France. pp.141-146, ⟨10.1109/CIVEMSA.2017.7995316⟩
Communication dans un congrès hal-01552111v1
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Pilotage en Injection Plastique – Etat de l’Art

Pierre Nagorny , Eric Pairel , Maurice Pillet
12ème Congrès International de Génie Industriel (CIGI 2017), May 2017, Compiègne, France
Communication dans un congrès hal-01551840v1