Freelancer profile translated to English.

Description

Computer Vision Expert | Deep Learning | Artificial Intelligence

Do you have an AI project and are you looking for acomputer visionexpert capable of designing and deploying high-performance, robust models tailored to your business needs?

I combinetechnical expertise(deep learning, image processing, computer vision) and **understanding of business stakes**, allowing me to deliver innovative, reliable solutions directly aligned with your objectives.

Why choose me?

- Sharp technical expertise

- Practical experience and concrete projects

- Optimization and deployment capabilities

- Innovative spirit and technological watch

- Business-oriented and impact-driven approach

Do you have a clear need and are you looking for an efficient and structured freelancer?

Write to me📩

Let's schedule a video call (quick response) to review your project and see how I can support you.

OpenCV, Computer Vision, Python, C++, PyTorch, TensorFlow, Git, Docker, CI/CD, Scikit-learn, FastAPI, AWS, Numpy, Pandas, Artificial Intelligence, Video Analysis, SmartCity, Deep Learning, Software Development, Intelligent Transport Systems

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual

Workplace preferences

Can work on-site

Lille (up to 50km), Paris (up to 50km), Lyon (up to 50km), Marseille (up to 50km), Toulouse (up to 50km)

Viziosense
Head of AI & Computer Vision | Lead Embedded AI Expert
SOFTWARE PUBLISHING
February 2024 - Today (2 years and 6 months)
Lille, France
Areas: Smart City, IoT & Edge AI (Embedded Artificial Intelligence)

Team Leadership & Management
Direction of the AI department: Transverse management of the Computer Vision team (Data Scientists, ML Engineers).
Growth & Talent Acquisition: Steering the recruitment process to strengthen the team's technical expertise.
Technological Outreach: Representing VizioSense's expertise at strategic events and cutting-edge technological watch to maintain a competitive edge.

Design of "Edge" AI Products (Smart City & Industry)
Algorithmic Architecture: Development of Deep Learning models optimized for real-time counting and monitoring (Smart Parking, people flow, vehicle classification).
Embedded Optimization (Edge Computing): Integration and optimization of models to run on resource-limited sensors (memory, latency, and energy consumption constraints).

Lifecycle & Production
Large-scale Deployment: Supervision of the production deployment of AI applications within smart sensors.
Quality & Evaluation: Establishment of rigorous testing protocols to ensure the reliability of data collected in urban and industrial environments.
Leadership Python Gitlab OpenCV smart city
VidAP
AI and Computer Vision Consultant
SOFTWARE PUBLISHING
January 2011 - Today (15 years and 7 months)
59200 Tourcoing, France
Since 2011 | Computer Vision & Decision Support Expertise

Strategic Consulting & Innovation
Extracting Value through AI: Designing video analysis solutions to transform raw visual streams into decision-making indicators and strategic recommendations.
Award: Regional winner "Technical and technological innovation" at the Talents of Business Creation competition.

Major Achievements & Key Account Projects

Automotive Sector (AI & Mobile):
BMW: Development of the SmartScan application for the BMW Driver's Guide. Visual recognition system for dashboard elements for real-time contextual assistance. [* NISSAN: Design of an automatic license plate recognition (ALPR) system for the European market.

Software Optimization & R&D:
Miragex: Code audit, critical bug fixing, drastic performance optimization, and exploration of new algorithmic approaches to stabilize an existing solution.

Fullstack & UX Development:
LMCU (AnaxaVida): Creation of a web application for managing presence and flow for members of the Lille European Metropolis council.
Winiti: Redesign of ergonomics (UX/UI), user testing, and code source reliability improvement to enhance customer engagement.
Computer Vision Artificial Intelligence C++ Python Edge Computing
Teledyne FLIR
AI Engineer Expert - Intelligent Transport Systems (ITS)
TRANSPORTATION
October 2015 - July 2023 (7 years and 10 months)
Marke, Belgium
Areas: Computer Vision, Deep Learning & Edge Computing

AI Innovation & Strategy
Pioneer of internal AI: Leading and deploying the very first Deep Learning (DL) model within the division.
POC Project Management: Rapid transformation of theoretical concepts into functional and scalable Proofs of Concept (POCs) for critical environments (tunnels, railway networks).

Data Engineering & Modeling
Creation of Strategic Datasets: Collection, structuring, and cleaning of massive datasets (acquisition of 98% of visual data and 60% of thermal data from the ITS fleet).
Multi-modal Deep Learning: Development of object detection and classification models combining classic video streams (RGB) and thermal imaging for increased reliability.

Deployment of Operational Solutions
Smart City & Traffic: Real-time automatic vehicle counting and classification systems.
Critical Safety: Tunnel incident detection algorithms and early fire outbreak warning systems using thermal analysis.
Railway Monitoring: Automatic train detection solution for traffic flow optimization.
Computer Vision Artificial Intelligence C++ Thermal Transfer Learning