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Romain LefezRL

Romain Lefez

Perception Engineer - Computer Vision & AI

700 €/jour
Toulouse, FR
8-15 ans

Délai de réponse moyen : 1h

À propos de Romain

Ingénieur en perception depuis plus de 8 ans, j’aide les robots à voir et comprendre leur environnement grâce à des algorithmes de vision avancés. Mon expertise couvre l’ensemble du cycle de développement, de la recherche et l’innovation (TRL 0 à 3) jusqu’à la conception de prototypes opérationnels (TRL 4 à 7). Mes compétences s'articulent autour de 3 domaines :

🔹 Intelligence Artificielle – Prototypage d'algorithmes de vision et perception robotique
🔹 Ingénierie de la donnée – Analyse, pipeline de traitement et filtrage
🔹 Ingénierie système – Spécifications et tests pour véhicules autonomes (aéro, sol, spatial)

  • Français

    Bilingue ou natif

  • Anglais

    Capacité professionnelle complète

Accepte de travailler sur site
Toulouse (jusqu’à 50 km)

Expériences

  • EasyMile
    Senior Perception Research Engineer
    octobre 2023 - octobre 2024 (1 an)
    Development of perception solution for autonomous logistic vehicles.
    • Prototyping and development of a harsh weather filter for lidar sensors.
    • Development of full performance test method to assert safety and automatic tuning.
  • Airbus UpNext
    Computer Vision Specialist and Architect of Landing Solution
    mars 2021 - septembre 2023 (2 ans et 6 mois)
    Demonstrator (Dragonfly) of auto emergency capabilities of an Airbus A350 to return on ground safely after pilot incapacitation. Work mainly on landing part.
    • Technical lead of computer vision areas (sensors, VBN algorithms including calibration measure ment and computation).
    • Architect of final approach solution (CV apps, navigation fusion filter (EKF) + database, guidance laws, IHM).
    • Main integrator of landing solution into the embedded system (bay of several computers set into the flight test aircraft running on a main hand DDS middle ware).
    • Development of auto massive testing tools and performance generation tools to demonstrate landing solution readiness for closing the loop.
  • AIRBUS Defence & Space
    Computer Vision Research Engineer
    mars 2018 - mars 2021 (3 ans)
    Innovation department of vision based navigation field mainly for space prototypes.
    • Development of an online image stabilization algorithm for a long range camera fixed to an (Airbus) helicopter. Prototyping of an unusual but generic intrinsic calibration optimization based on a field of splines.
    • Adaptation of a model based tracking solution on RemoveDebris images captured during its first test in low space orbit.
    • Prototyping and delivering an integrated solution (ROS) to perform global image navigation based on satellite geo-referenced rasters and stream of the camera looking forward in the cockpit of an Airbus flight test aircraft to automate taxi phase (demonstrated in flight). Prototyping a pla nar SLAM (bundle adjustment, levenberg-marquardt) to perform the same objective for taxi and landing phase.
    • Development of an enhanced Mosse tracker giving invariance regarding scale and rotation change. Prototyping a SLAM algorithm (bundle adjustment, levenberg-marquardt) to perform navigation through an auto computed 3D map updated at each flight above the planned path.

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Formations

  • ENSTA Paris
    2015

Compétences

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