Robotics & Physical AI · Technology Transformation · Industrial Systems · Cross-functional Leadership
From engineering physical systems to leading their transformation.
Robotics, Physical AI and industrial technology — from technical foundations to strategy, deployment and scale.
More than two decades working with technologies that interact with the physical world: electronics, industrial automation, robotics, computer vision, complex industrial systems and, today, Physical AI. Over time, responsibility has widened from developing and integrating technology toward leading projects, coordinating multidisciplinary expertise, structuring roadmaps and supporting industrial transformation.
Career evolution
A widening scope, not a list of job titles.
Electronics & Control → Computer Vision & Autonomy → Robotics → Industrial Integration → Engineering Transformation → Industry 4.0 → Digital Transformation → Cybersecurity & Governance → Robotics & Physical AI.
Grouped thematically to show how technical scope and leadership responsibility expanded over time — see Professional Journey.
Leadership progression
- Electromechanical Technician
- Engineer
- System Integrator
- Project Leader
- Transformation Leader
- Physical AI Leadership
- 01System Integrator
Electronics & Control
2005 – 2012
Engineering foundations in electronics, automation and control — integrating PLC-driven systems, robotics and traceability within industrial production environments.
- 02System Integrator
Computer Vision & Autonomy
Since 2009
From academic research in image recognition and vision-guided mobile robotics to industrial machine-vision systems — identification, OCR, 2D, 3D and stereo vision — and doctoral research connecting SLAM with distributed information systems.
Final Engineering ProjectDoctoral Research Experience — RoboticsRobotics & Vision / Computer Vision EngineerVision-Based Mobile Robot Localization & NavigationSelf-Organizing Distributed Information SystemsRobotic Handling2D Vision System2D Vision System: OCR Identification & Defect Detection3D Stereo Vision-Guided Dual-Robot Bin Picking - 03System Integrator
Robotics
Since 2005
From robot modelling and control to end-to-end development, programming, commissioning and industrial robotic handling across multiple industries and production environments.
- 04Project Leader
Industrial Integration
Since 2018
From advanced robotic systems to full industrial integration — combining 3D stereo vision, multi-robot coordination, automation, functional safety and production reliability within existing manufacturing environments.
- 05Project Leader
Engineering Transformation
2018 – 2020
Structuring and transforming Tooling engineering activities — from shared workspaces and documentation standards to engineering methods, technology planning and procurement. Developed as an MBA professional project, with most recommendations subsequently implemented.
- 06Transformation Leader
Industry 4.0 Transformation
Since 2020
Coordinating multi-plant deployment of Industry 4.0 data use cases across robotics, welding and filling-machine environments, bridging technology pilots with industrial-scale implementation.
- 07Transformation Leader
Digital Transformation
Since 2020
Defining and steering Renault Group's vehicle-electronics manufacturing target state — OTA, diagnostics hardening, NFC initiatives, and the shift toward Digital Twin, Edge and Cloud — through progressive Product Owner → Business Owner → Initiative Owner responsibility.
- 08Transformation Leader
Cybersecurity & Governance
2020 – 2025
Translating UN-R155/UN-R156 regulatory requirements into Cybersecurity Management System (CSMS) and Software Update Management System (SUMS) frameworks, and embedding them into operational manufacturing practice — spanning vulnerability management, executive reporting and international cybersecurity coordination.
- 09Physical AI Leadership
Physical AI Leadership
2026 – Present
Steering Robotics & Physical AI activities at Renault Group — coordinating multiple projects, structuring performance and technology roadmaps, mapping the technology ecosystem, connecting conventional and next-generation robotics, and contributing to the data foundations required for Physical AI.
Selected case studies
Featured projects.
Six case studies spanning the full arc — from a mathematical model to a physical machine, to structuring the data foundation for Physical AI.
Robotics & Physical AI
Humanoid Robotics Ecosystem & Omnidimensional Data
Renault Group · 2026–Present
Robotics & Physical AI Project Manager
Robotics · Computer Vision · Industrial Automation
3D Stereo Vision-Guided Dual-Robot Bin Picking
Renault Group Tooling · 2018–2020
Robotics Reliability Engineer
Digital & Industrial Transformation · Vehicle Electronics
Vehicle Electronics Manufacturing Transformation
Renault Group · 2020–2026
Product Owner → Business Owner → Initiative Owner
Industrial Cybersecurity · Regulatory Transformation
UNECE Cybersecurity Transformation for Global Manufacturing
Renault Group · 2020–2025
Product Owner → Business Owner → Initiative Owner
Parallel Robotics · Pick & Place
Delta Robot — End-to-End Development
Eurotechniques / Fripack / CPI · 2012–2013
Control / Automation & Robotics Engineer
Robotics Research · Parallel Robotics
VELOCE Parallel Robot
LIRMM / Université Montpellier 2 · 2014
Master 2 Research Internship / Research Engineer
Leadership & transformation
Leadership through capability building.
I see technical leadership not only as delivering projects, but also as building the capabilities, methods and shared understanding that allow teams to deliver the next ones with greater autonomy.
Vehicle Electronics · Manufacturing Information Systems
- Strengthened Manufacturing IS architects' understanding of vehicle-electronics manufacturing processes, challenges and transformation needs
- Supported colleagues in developing project-management and project-steering capabilities
- Structured planning, prioritization and governance practices
- Facilitated cross-functional coordination across technical and business stakeholders
- Supported execution discipline, follow-up and decision-making
Robotics & Physical AI
- Supported colleagues in developing project-management and project-steering capabilities for Robotics & Physical AI initiatives
- Structured multi-project planning, prioritization and dependency management
- Strengthened governance and project-steering practices
- Facilitated coordination across robotics, AI, simulation, data and industrial stakeholders
- Supported project execution, risk follow-up and progression toward deployment
Teaching & Knowledge Transmission
- Alongside my engineering career, university teaching strengthened another dimension of my leadership: making technical knowledge accessible, supporting learning and helping others develop autonomy.
Leadership demonstrated through project steering, cross-functional coordination, mentoring and capability building alongside project delivery.
Professional journey
Every position, in context.
June 2026 – Present · Guyancourt, France
Robotics & Physical AI Project Manager
Renault Group
Dec 2020 – Jun 2026
Initiative Owner EV — Transversal Business Product Owner, Vehicle Electronics
Renault Group
Concurrent role
Dec 2020 – Jun 2026
UNECE Industrial Cybersecurity Ambassador
Renault Group
Concurrent role
Dec 2020 – Feb 2022
Deployment Lead / Industry Specialist
Renault Group
Feb 2018 – Nov 2020 · Cléon, France
Robotics Reliability Engineer
Renault Group Tooling
Sep 2016 – Jan 2018 · Rouen, France
Robotics & Automation Engineer
SEPRA
May 2015 – Aug 2016
Robotics & Vision / Computer Vision Engineer
ATG Technologies
Jul 2007 – Jan 2012 · Catamarca, Argentina
Electronics Engineer
CONFECAT
All projects · Interview mode
Filter by focus area.
Use the filters below to jump straight to what matters for a specific conversation — robotics, Physical AI, industrial automation, computer vision, industrial deployment, technology strategy, cybersecurity or leadership.
Robotics & Physical AI
Humanoid Robotics Ecosystem & Omnidimensional Data
Renault Group · 2026–Present
Robotics · Computer Vision · Industrial Automation
3D Stereo Vision-Guided Dual-Robot Bin Picking
Renault Group Tooling · 2018–2020
Digital & Industrial Transformation · Vehicle Electronics
Vehicle Electronics Manufacturing Transformation
Renault Group · 2020–2026
Industrial Cybersecurity · Regulatory Transformation
UNECE Cybersecurity Transformation for Global Manufacturing
Renault Group · 2020–2025
Parallel Robotics · Pick & Place
Delta Robot — End-to-End Development
Eurotechniques / Fripack / CPI · 2012–2013
Robotics Research · Parallel Robotics
VELOCE Parallel Robot
LIRMM / Université Montpellier 2 · 2014
Computer Vision · Mobile Robotics (Academic)
Vision-Based Mobile Robot Localization & Navigation
ISEP · 2009
Distributed Systems · SLAM (Doctoral Research — degree not completed)
Self-Organizing Distributed Information Systems
AIGroup, Universidad de Palermo (in collaboration with Leibniz Universität Hannover) · 2012
Robotics · Computer Vision · ATEX Industrial Automation
Robotic Handling — Gas Industry
ATG Technologies · 2015
Computer Vision · Semiconductor Manufacturing · Industrial Automation
2D Vision System — Semiconductor Industry
ATG Technologies · 2015
Computer Vision · OCR · Industrial Automation
2D Vision System: OCR Identification & Defect Detection — Food Industry
ATG Technologies · 2016
Industrial Automation
Leak Test Machine — Automotive Industry
SEPRA · 2017
Industrial Automation · Metrology
Machining Dimensional Control — Automotive Industry
SEPRA · 2016
Industrial Automation · Traceability
Engine Assembly & Traceability — Automotive Industry
SEPRA
Robotics · Foundry · Industrial Automation
Magnetic Robotic Handling — Automotive Industry
Renault Group Tooling · 2018
Engineering Transformation (MBA Professional Project)
Tooling Engineering & Technology Transformation
Renault Group Tooling · 2018–2020
Industry 4.0 · Multi-Plant Deployment
Industry 4.0 — Data Use Cases Industrial Deployment
Renault Group · Since 2020
Industrial Robotics
Robotic Roughing Application
CONFECAT
Technology map
Depth, organized by domain
Robotics & Motion
- Industrial Robotics
- Parallel Robotics
- Mobile Robotics
- Motion Control
- Servo Systems
- Pick & Place
- Bin Picking
- Gripping (vacuum / mechanical / magnetic)
Physical AI · Data · Simulation
- Physical AI
- Data Use Cases
- Omnidimensional Robotics Data
- Simulation
- Digital Twins
- Neural Networks — Foundations
- Data Mining
Project & Technology Leadership
- Technology Roadmaps
- Technology Ecosystem Mapping
- Multi-project Coordination
- Cross-functional Leadership
- Risk Management
- Industrialization
- Multi-site Deployment
- Engineering Transformation
- Knowledge Transfer
- Capability Building
Digital & Industrial Systems
- Manufacturing IS
- Edge
- Cloud
- Industry 4.0
- IT / OT
- Vehicle Electronics
Vision & Perception
- Computer Vision
- 3D Vision
- Cognex
- OCR
- Image Processing
- Robot Localization
- SLAM
Automation & Industrial Safety
- Siemens PLC
- Beckhoff Automation
- PROFINET
- PROFIsafe
- EtherCAT
- ATEX
- Functional Safety
- Industrial I/O
Cybersecurity & Governance
- UNECE UN-R155
- UNECE UN-R156
- Vulnerability Management
- Industrial Cybersecurity
- Audit
- Regulatory Transformation
Maintenance, Reliability & Technical Support
- Robotics Reliability
- Corrective & Preventive Maintenance
- Predictive Maintenance
- Troubleshooting & Fault Diagnosis
- Reliability Improvement
- Commissioning
- Technical Support
- Maintenance Planning