About

Work Experience

• AI Engineer, Aleria

  Jan, 2025 - Present

  R&D leadership for computer vision and deep learning solutions.

  • Integrate LLM-related features

  • Updated and optimized the existing algorithmic codebase

  • Integrated new neural network architectures

  • Develop new AI-based products

• R&D Director, Two-I

  Jan, 2020 - Jan, 20255 years

  R&D leadership for computer vision and deep learning solutions.

  • Managed a technical team

  • Updated and optimized the existing algorithmic codebase

  • Integrated new neural network architectures

  • Supervised a PhD thesis on deep learning applied to crowd behavior analysis

• Technical Consultant, Epitech

  Jan, 2022 - Present

  Technical and pedagogical support for artificial intelligence projects.

  • Monitored and evaluated semester projects for second-year Master’s students specializing in AI

• Data Scientist Engineer, Two-I

  Jan, 2019 - Jan, 20201 year

  Development of AI solutions, dataset management tools and client deployment systems.

  • Implemented a dataset management interface

  • Trained detection and classification neural networks

  • Set up a CI/CD system

  • Implemented client deployment and copy-protection systems

• Computer Vision Consultant Engineer, CNRS

  Jan, 2016 - Jan, 20193 years

  Development of image processing tools, OCR systems and data valorization tools.

  • Implemented an OCR system

  • Led the image processing pipeline for the WorldSeastems software

  • Implemented a grammatical automaton

Projects Experience

• Agentic File Management Platform

  - Present

  Built a platform to manage heterogeneous media sources and automatically extract metadata from videos, images, articles, and audio files.

  • Designed workflows to process large volumes of multimodal data

  • Improved file discovery and organization through metadata-based classification and filtering

  • Automated the generation of reports and articles based on extracted source content

• Real-Time Video Analytics Software

  - Present

  Designed and developed a C++ backend for real-time video stream analysis.

  • Designed and integrated computer vision neural networks, including object detectors, classifiers, and segmentation models

  • Processed up to 50 video streams at 2 FPS in real time

  • Handled video decoding and encoding pipelines using FFmpeg

  • Computed, aggregated, and stored neural network outputs in a database for downstream analysis

• Synthetic CCTV Image Data Generation Program

  - Present

  Developed C# scripts to generate objects in 3D environments and automatically export images with their annotations while varying camera and scene parameters.

  • Automated scene generation in configurable 3D environments

  • Generated controlled variations across lighting, camera angle, weather, and other scene parameters

  • Exported images with associated annotation files containing object positions and categories

Skills

Education