Damien FRECHOU

Mechatronic, Control & Machine Learning Engineer.

Salaire / Taux journalier

Paris, France

Freelance, ouvert au CDI

Peut venir sur site

Expertises

Deep LearningPythonMATLABIngénieur Machine LearningSystèmes embarquésNLP / Natural Language ProcessingScrapingLLMs / Large language modelsTensorFlowData VizualizationIAKerasJavaMongoDBData ScienceAndroidAWSHardwareMachine LearningCDynamoDBAWS LambdaLinuxIngénieur systèmes embarquésSupabaseGitVercelData ScientistNotionJiraRESTful APIsGitHubPostgreSQLTableauAmazon EC2FastAPIMySQLIngénieur IAApplications No-codeWindowsKanban

À propos

Introduction

I am open for opportunities around robotics, AI and computer vision.

Liens

Expérience de travail

Ingénieur d'études en navigation autonome

etis laboratory

févr. 2024 - mars 2025

1 an 2 mois

Développement, simulation et test d'un système de navigation autonome d'un véhicule, au sein du groupe Neuro du laboratoire de robotique. •Mise à jour du système complet de simulation de la méthode de conduite autonome (frameworks python, ROS vers ROS2, correction de bugs, …). •Mise en place de nouvelles fonctionnalités de tests de la simulation. •Calibration, automatisation et dépouillements de tests.

Responsable recherche et développement

VoxTrendFreelance

nov. 2023 - déc. 2024

1 an 2 mois

MBD Engineer

ALTEN

nov. 2019 - juil. 2020

9 mois

Designed of allocated functions of integrated modules/clusters inside embedded main calculators of vehicles using MATLAB/Simulink.  Understood and interpretated of new requirements of allocated functions.  Implemented allocated functions inside Simulink’s models.  Tested implemented functions by doing vector tests using Excel files.  Verified the rate of coverage of implemented functions.  Done delivery process. Corrected anomalies of models.  Analyzed of HIL test results using CANalyser.  Synthesized and explained of analysis of anomalies.  Tested of corrected models using Simulink and done delivery process. Tested the coverage and functionalities of requirements of models  Generated test vectors using Excel from requirements of functional specifications.  Tested MIL of requirements from test vectors using Simulink.  Verified the coverage rate of allocated functions using MATLAB. Validated the quality of models using MATLAB tools like Model Advisor and Design Verifier.

Altran

nov. 2016 - oct. 2019

3 ans

Robotic GearBox Leader at Renault, French car maker.

juil. 2018 - oct. 2019

1 an 4 mois

Answered problems from serial life and test steps.  Analyzed problems and find their origin.  Found solutions in short-term then in medium term. Made functional requirements for control system part.  Designed the gearshift time requirements of the internal control.  Designed the forces requirements of the internal control. Automated the signal processing of the mechanical characterizations of the actuators using MATLAB.  Data acquisition/acquired of HIL.  MATLAB data processed and analyzed.  Collected characteristic measures (from sensors) at some precise instants.  Shapped/formated results.  Summarized and concluded about results.  Allowed the use of the signal processing programs to new users (make it user-friendly).

Leader & Validator for an Innovative anti-roll system at PSA-Citroën, French car maker.

juil. 2017 - juil. 2018

1 an 1 mois

Validated the functionality of an anti-roll system, according to the ongoing mechanical modifications from suppliers, using Simulink and AMESIM.  Followed the evolution of the actuator from suppliers.  Designed and readjusted the AMESIM component model of the actuator to actual prototype.  Designed and readjusted the AMESIM sub-system model of the antiroll to actual prototype.  Integrated of the smart anti-roll system inside an AMESIM complete vehicle model.  Made numerical tests using AMESIM.  Developed a comfort criterion from smart anti-roll system for passengers. Validated the electrical architecture of an anti-roll system.  Centralized professional expert’s reviews about the possible electrical architectures of the system.  Validated the electrical architecture depending on cost, vehicle integration and functional complexity criterions.

ADAS Technical functions designer at PSA-Citroën, French car maker.

nov. 2016 - juil. 2017

9 mois

Région de Paris, France

Integrated and validated the functionality of a road data sensor on a MIL simulation platform for autonomous vehicles driving using MATLAB/Simulink (HMI, sensors, control …) and IPG Carmaker (vehicle dynamic, environment, road…).  Data acquired from virtual road maps of actual roads (ex: OpenStreetMap) using IPG Carmaker.  Data acquired from virtual road made inside IPG Carmaker environment using MATLAB.  Made data flux of sensor (road curvature, road signs, traffic lights, road signs distance…) for path planning using MATLAB/Simulink.  Tested the functionality of sensor on MIL and delivered it to longitudinal path planning division.

Engineer at Altran Technologies’ automotive division.

Altran

mars 2016 - oct. 2016

8 mois

Région de Paris, France

Developed an accurate automatic positioning method of an electric vehicle for a wireless charging device with an objective of optimizing the energy transfer efficiency.  Analysed the state of the art, things as they stand and limits of car manufacturers’ solutions (read scientific articles, car makers’ videos …).  Validated of a method to do as an automated advanced park-assist. Designed and simulated a park-assist system using MATLAB/Simulink.  Designed a mathematical model of the dynamic behaviour of a vehicle.  Designed the path planning of a vehicle.  Designed the control system and the path tracking of a vehicle (inverted of dynamics and parametrized curves).  Made a 2D real time simulator plotting the behaviour of a vehicle.  Simulated a test bench of different parameters.  Compared and concluded about different control and path tracking strategies. Designed an electromagnetic tracking strategy in order to improve the accuracy of inductive coils alignment.  Designed a mathematical model of the concept.  Wrote a scientific article for future publication.

Hands-on engineer in Japan.

Fuji Machine Manufacturing

août 2014 - oct. 2014

3 mois

Mie, Japon

- Improved the quality management as a hands-on engineer for one of the production site of Fuji Machine Manufacturing, a company which makes SMT component (Surface-mount technology) placement systems.

Researh engineer

Université du Mie

avr. 2014 - juil. 2014

4 mois

Mie, Japon

- Designed a sizing program for a "Wireless Transmission of Power and Information” device using Excel and MATLAB softwares at Electrical and Electronic Engineering Faculty of Mie University.

Final year project at SYMME Laboratory.

Laboratoire SYMME (SYstèmes et Matériaux pour la MEcatronique)

févr. 2014 - mars 2014

2 mois

74130 Bonneville, France

Innovated, designed and made an energy harvester device by mechanical-thermic and electro-mechanic coupling using MATLAB and SolidWorks softwares. In collaboration with STMicroelectronics, semiconductor chip maker company.

Technician at SYMME Laboratory.

Laboratoire SYMME (SYstèmes et Matériaux pour la MEcatronique).

juil. 2013 - août 2013

2 mois

69340 Francheville, France

Innovated an experimental protocol and made multiple tests in order to mechanically characterize a specific area of a packaging solution used for microchips. In collaboration with NovaPack, a company which makes packaging solutions for microelectronic field.

Production line worker at LAGOLIGHT, French company.

Lagolight

juin 2012 - juil. 2012

2 mois

Cran Gevrier

Head torches assembly for the French Army.


Formation

OpenClassrooms

Machine Learning Engineer, Data Sciences

2021 - 2023

1 an 5 mois

Université Paris-Saclay

Master’s degree 2nd year, Mobile Automatic Systems

2015 - 2016

2 ans

Conservatoire National des Arts et Métiers

Advanced Master’s degree, Mechatronics and robotics

2015 - 2016

2 ans

Polytech Annecy-Chambéry

Engineering degree, Mechatronics

2011 - 2014

4 ans

Mie University


Licences et certifications

Getting Started with MongoDB Atlas

Délivré le : oct. 2022

Certifié par MongoDB

Connecting to a MongoDB Database

Délivré le : oct. 2022

Certifié par MongoDB

Connecting to MongoDB in Java

Délivré le : oct. 2022

Certifié par MongoDB

Réalisez une analyse exploratoire de données

Délivré le : févr. 2022

Certifié par OpenClassrooms

Modélisez vos données avec les méthodes ensemblistes

Délivré le : févr. 2022

Certifié par OpenClassrooms

Machine Learning

Délivré le : juil. 2021

Certifié par Coursera

Développez votre première application Android

Délivré le : oct. 2020

Certifié par OpenClassrooms

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