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Pierre Nagorny
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Documents
Identifiants chercheurs
- pierre-nagorny
- 0000-0001-9649-4428
- IdRef : 253125308
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 MoldingQuality 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 plastiqueCIGI-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 molding2018 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 injectées15ème 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 MoldingIEEE 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’Art12ème Congrès International de Génie Industriel (CIGI 2017), May 2017, Compiègne, France
Communication dans un congrès
hal-01551840v1
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