Louis DO
AI Development Lead
Salaire / Taux journalier
Paris, France
Freelance
Expertises
Langues
À propos
Introduction
AI Development Lead with 10+ years in deep learning and enterprise AI solutions. Currently managing teams at Ivalua, specializing in Computer Vision, NLP, and LLM integration including GPT-4o and Claude. Expert in deploying production-ready AI systems with advanced RAG techniques and MLOps pipelines to drive scalable business value.
Expérience de travail
Ivalua
janv. 2021 - Présent
5 ans 10 mois
91300 Massy, France
AI Development Lead
janv. 2022 - Présent
4 ans 10 mois
91300 Massy, France
- Manage a team of data scientists and another team of annotators - Design and implementation of a multi-agent system for analyzing large volumes of data (images, videos, reels) from various brands on social media. - Identify AI opportunities and apply existing AI solutions in new ways to drive value at scale - Build collaborative relationships with solution owners, working closely together to create and executive initiative roadmaps - Follow up on the development of the AI features - Collaborate with the Product Marketing team to create content about new features - Design, training and deployment of Computer Vision and NLP solutions (Transformer, BERT, Named Entity Recognition, Text classification, Text recommendation) - Design of a chatbot while connecting with GPT 4o, 4o-mini, Claude, Gemini for customer and procurement service - Testing and fine tuning of LLM Open source models - Document retrieval by using Advanced RAG techniques - MLOps: Deployment of models in production in design and development of APIs
AI Manager | Senior Data Scientist
janv. 2021 - déc. 2021
1 an
91300 Massy, France
- Collect data, deploy robust annotation pipeline and build a custom dataset from Ivalua's clients - Build and deploy AI/ML solutions for a variety of solutions - Organize and manages a backlog of experiments and models - Manage production lifecycle, ongoing model training and training data curation
Employee
CEA - Commissariat à l'énergie atomique et aux énergies alternatives
avr. 2013 - janv. 2021
7 ans 10 mois
Paris Area, France
- Design, implementation, training and optimization of the best Deep Learning and Reinforcement Learning algorithms for processing text/image/video type data - Development of deep neural networks for autonomous vehicles in order to ensure operational safety rules - Deployment of Deep Learning algorithms on different existing architectures (GPU/CPU and embedded systems) - Development of a new toolchain for the many-core processor Kalray MPPA-256 based on the concepts of data-flow (stream programming) and shared-memory model (OpenMP-like) for parallelism aspects - Studies on the ability to create an interface between data-flow models and neural networks - Publication in conferences or reference journals - Contribution to the development of the scientific and technological roadmap Languages and tools: C/C++, Python, OpenCV, TensorFlow, Keras, Pytorch
Intern
Laboratoire d’Informatique et d’Automatique pour les systèmes
oct. 2012 - mai 2013
8 mois
Poitiers Area, France
Participation in the CanSat competition, organized by the National Center for Space Studies (CNES) - Design and implementation of the embedded system in the CanSat. Responsible for problems concerning pressure/temperature and hygrometry sensors - Realization of the ground station allowing the communication and control of CanSat Languages and tools: Visual C/C++, Java, Matlab/Simulink
Intern
Airbus Group
avr. 2012 - oct. 2012
7 mois
Toulouse Area, France
Participation in the “CAO-Calculation Link” project - Development of customizations for Abaqus CAE and HyperMesh in order to open a CATIA file, extract the dimensions and export them to an Excel sheet Languages and tools: Python, Tcl/Tk, Java, Visual C#
Formation
CEA LIST and Ecole Normale Supérieure (Parkas Team)
Doctorat
2013 - 2016
3 ans 1 mois
Institut Supérieur de l’Aéronautique et de l’Espace (ISAE)
2011 - 2013
2 ans 1 mois
Hanoi University of Science and Technology
2007 - 2011
4 ans 1 mois