Sylvain Finet

Senior Robotics Software Engineer | Algorithms

Salaire / Taux journalier

Paris, France

Freelance

Peut venir sur site

Expertises

PythonLLMs / Large language modelsIAC++Clean CodeTest & QAHardwareData ScienceMachine Learning

Langues

AllemandAnglaisFrançais

À propos

Introduction

Robotics / autonomous systems expert with 10+ years in R&D strategy and algorithm design for real-world applications. I have a special interest for MedTech companies. Successfully developed walking control algorithms for exoskeletons and predictive maintenance systems for major companies like Decathlon and Schneider Electric. Specialized in AI/ML, motion planning, and embedded systems, software and R&D strategy for autonomous systems.

Liens

Expérience de travail

Freelancer AI - Robotics - Software - R&D Strategy

mars 2023 - Présent

3 ans 8 mois

As a freelancer, I design algorithms for real-world applications, and help to define successful R&D strategies. - R&D strategy - Robotics: design and algorithms - Machine learning / Reinforcement learning - Software In France and worldwide. With good humour ;) Some previous missions: Crédit Agricole : - Design and implementation of a RAG AI agent. Decathlon / Quechua : - Definition of a several steps software R&D design and cycling strategy for a novel lower-limb exoskeleton. - Design of the assistive algorithm of a lower-limb exoskeleton (successfully tested on dozen of testers outdoor). Schneider Electric : - Design of predictive maintenance algorithms for electric motors. HMR : - Design of a motion planning algorithm for the medical lower-limb exoskeleton XoMotion. - Support for the technical submission to the FDA 510k. Guerbet : - V&V strategy for 2 AI medical imaging software and a medical injector.

Wandercraft

mai 2013 - juil. 2022

9 ans 3 mois

Région de Paris, France

R&D Control Engineer

mai 2013 - juil. 2022

9 ans 3 mois

Région de Paris, France

First employee at Wandercraft, I strongly contributed to the growth and success of Wandercraft: Control: - Introducing and developing, both in simulation and experimentally, the walking control algorithms used at Wandercraft to control its exoskeletons. - Introducing and developing direction control on Wandercraft exoskeletons (turning motions, slaloms...). - Introducing and developing torque control algorithms. Software: - Coding a walking gait generation sofware and a simulator in MATLAB for a biped robot. - Coding embedded walking controllers into C++ for biped robots. - Coding an interface between the C++ embedded code of the exoskeleton and the Gazebo simulator using ROS. - Coding scripts to analyze walking experimental data and extract features of interests into Python. Hardware: - Working on exoskeleton cabling improvement and emc issues. Regulation: - Working on the compliance of the walking gait generation software with the international standard IEC 62304. Management / Human Ressources: - Managing daily internal tests on the exo to improve its fiability. - Organizing job interviews for Wandercraft. - Training the new incomers to Wandercraft walking control algorithms. - Managing interns. - Establishing partnerships with prestigious academic institutions: University of Michigan (Jessy W. Grizzle team) , CalTech (Aaron Ames team) , Mines ParisTech (Nicolas Petit team). Sales : - Organization and participation to some demonstrations of the Wandercraft exoskeleton to media (BBC, TF1) and to potential clients.

Ph.d student Mines ParisTech / R&D Control engineer at Wandercraft

nov. 2013 - juil. 2017

3 ans 9 mois

Paris, France

Ph.d on robot bipedal locomotion and its applications to the control of lower limb exoskeletons with both theorical and experimental components, supervised by Laurent PRALY (CAS, Mines ParisTech): I. Design and successful experimental implementation of a Hybrid Zero Dynamics controller on a planar 5 link bipedal robot. II. Design of new motion planning algorithms and nonlinear controllers for biped robots: - Study and control of the kinetic energy dissipated when the leg hits the ground. - Introduction of Time Scaling for the control of biped robots. Robot Modeling - Design of Controllers - PD tuning - Robot debugging and testing - Mechatronics Matlab - C++

Teaching assistant

ENSTA ParisTech - École Nationale Supérieure de Techniques Avancées

janv. 2015 - déc. 2016

2 ans

Teaching for 2 consecutive years: - C programming. - Microcontroller programming (Arduino).

Technical manager of the ENSTA robotics team

ENSTA Robotique

sept. 2011 - mai 2013

1 an 9 mois

ENSTA ParisTech

Active member of the ENSTA robotics team. Leading the design of a wheeled robot competing at the national robotics competition "coupe de France de robotique" in 2012/2013. A marvellous technical and human adventure ! :) Rank: 41 over more than 200 participants.

Researh intership : Visual Servoing for the Humanoid Robot iCub

Universität Bielefeld, CoR-Lab

mai 2012 - juil. 2012

3 mois

33 Bielefeld, Allemagne

This research intership was supervised by Doctor Felix Reinhart. - Implementation of a blob detection algorithm (ex: a green paper square) in C++ using OpenCV. - Design and implementation of a visual servoing controller for the robot iCub in Matlab. - Successful experimental validation of the tracker and controller on the real robot iCub (see video below).


Formation

Mines Paris - PSL

Doctor of Philosophy - PhD

2013 - 2017

4 ans 1 mois

ENSTA

Diplôme d'ingénieur

2010 - 2013

3 ans 1 mois

ENSTA Paris / Mines Paris

Mines Paris - PSL

ENSTA Paris / Ecole des Mines de Paris

Portfolio

Développement d'un logiciel C++ embarqué pour exosquelette médical

Design de l'algorithme de l'exosquelette E-Hike (Decathlon / Quechua)

Devéloppement agent RAG (Crédit Agricole)

Développement d'un simulateur et d'algorithmes de contrôle pour un exosquelette de jambe médical

Algorithmes de maintenance prédictive

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