About Emmanuel
I am a Staff AI/ML Engineer with a decade of experience.
I help you design, develop, integrate and maintain IA systems in your products. I use a problem-first approach because I believe that AI is a tool which should solve a real need. Whether the solution is to leverage traditional ML, generative AI or agentic AI, I can lead and own the end-to-end process.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km), Paris (up to 40km)
Experience
- AXA Group OperationsStaff AI/ML EngineerAugust 2024 - Today (1 year and 10 months)
- Spearheaded the AI technical roadmap and contributed to governance & standardization frameworks to ensure scalability, security, and ethical compliance across the Group.
- Designed and implemented reusable MLOps & LLMOps templates adopted across AXA entities, streamlining model training, deployment and lifecycle management.
- Delivered advanced training programs in Machine Learning & Generative AI to AXA teams, enhancing technical capabilities and adoption of AI solutions. Cultivated the technical growth of the AI community: mentored engineers, promoted best practices, and fostered cross-team collaboration.
- Collaborated cross-functionally with AXAs lead engineer community to surface AI needs, share achievements, and influence key strategic technology decisions.
- Maintained a holistic view of AI initiatives across entities, identifying synergies, gaps, and opportunities.
- AntlerFounding AI Engineer/CTO - Entrepreneur in ResidenceOctober 2023 - March 2024 (5 months)
- Worked on two SaaS products ideas - Performed market studies - Designed the tech architecture
- Built a PoC of a LLM-powered chatbot assistant to help customers select the best travel on travel agencies
- LexisNexisLead Machine Learning EngineerPUBLISHINGMarch 2023 - August 2023 (5 months)Paris, France
- Redesigned the NLP model development pipeline, enhancing efficiency and maintainability
- Designed a deployment and monitoring strategy to fit with AWS MLOps capabilities and best practices
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Education
- PhD, Engineering Science, Modeling and SimulationAix-Marseille University2019Probabilities, Statistics, Machine Learning, Deep Learning
- M2 Applied MathematicsENSTA, Paris Saclay University2016Probabilities, Statistics
Certifications
- Google Cloud Data EngineerGoogle Cloud
- Azure Data ScientistMicrosoft