
Maxence ROUCHOU
Data Scientist / AI Engineer
Salaire / Taux journalier
Lyon, France
Mobilité : Paris, Lyon
Freelance, ouvert au CDI
Peut venir sur site
Expertises
Langues
À propos
Introduction
AI/Data Science Engineer with expertise in deep learning and computer vision, specializing in real-time deployment on edge devices. Built modular ML pipelines and optimized YOLO/R-CNN models for NVIDIA Jetson, achieving significant performance gains. Ready to deliver cutting-edge AI solutions for your next project.
Expérience de travail
KuupKulgur
janv. 2024 - janv. 2025
1 an 1 mois
Tartu, Estonie
Deep Learning Engineer - Computer Vision
sept. 2024 - janv. 2025
5 mois
Tartu, Estonie
Completion of my master's thesis • Design of a modular pipeline for training, testing and benchmarking object detection models in constrained environments. • Evaluation of models (YOLO, Faster R-CNN) under PyTorch and TensorFlow. • Performance optimisation on NVIDIA Jetson Orin (FPS, IoU, energy consumption). • Application of optimisation techniques (pruning, quantisation, TensorRT, XLA) for real-time deployment. Translated with DeepL.com (free version)
Mecatronics Engineer
janv. 2024 - août 2024
8 mois
Tartu, Estonie
Development of a Lunar Rover with the Tartu Observatory. Took part in several tasks: - Visual odometry: in an environment resembling the lunar environment, detection of the Rover's position using a system of LEDs. - Implementation of a motor encoder based on the most accurate light sensor possible. In addition, preparation of my Master's thesis on the development of a pipeline for training and evaluating neural networks on low-computing-power devices.
Insurance Underwriter
Covéa Group
juin 2024 - juil. 2024
2 mois
Lyon, France
Management and underwriting of insurance contracts for transported goods. In addition, creation of IT tools to assist with contract management, reducing the time required for related tasks by a factor of three.
IT Developer Internship
Nextiim
juin 2023 - août 2023
3 mois
Implementation of an automated bridge data collection project. Focus on the possibility of easily adapting this model for other bridges.
Civil Engineering Technician
Bureau d'études BOAS
juil. 2022 - août 2022
2 mois
38540 Heyrieux, France
Technician in civil engineering in a design office. Assistance of civil engineer, Follow-up of building site, Use of professional measuring tools: Theodolite and Invar wire During this professional experience, I also had the time to improve an already existing software, to make it usable by anyone, even without knowledge in the programming field.
Community Manager & Electronics Study
Association Mécatronique, Mécanique et Technique ECAM Lyon
sept. 2021 - août 2022
1 an
Lyon, France
I held two positions within the H2 Eco'innov, department of the AMMT - One in the hydrogen pole, my objective being to integrate the hydrogen fuel cell in our prototype, while respecting all the regulations of the Shell Eco Marathon event. - One in the Communication pole that I occupy currently, as Community Manager. My objective is to improve the brand image of our association.
2nd Year Engineering internship
Bureau d'études BOAS
juin 2021 - juil. 2021
2 mois
38540 Heyrieux, France
The BOAS engineering office is specialized in the monitoring and control of civil engineering structures. I assisted civil engineers and technicians during their missions in the field and in the office.
Teacher
Cours MaxenceFreelance
oct. 2019 - juil. 2021
1 an 10 mois
Lyon, France
Courses in mathematics, physics and chemistry, science and technology, English and Spanish. High school level Help in understanding and learning the basics.
Formation
University of Tartu
Master's degree
2023 - 2025
1 an 5 mois
ECAM LaSalle
Diplôme d’ingénieur Ecam LaSalle
2019 - 2023
4 ans 2 mois
ECAM LaSalle - Phnom Penh
2022 - 2022
6 mois
Charles de Foucauld Highschool
Scientific baccalaureate
2016 - 2019
4 ans