About Cyril
French
Native or bilingual
English
Native or bilingual
Portuguese
Fluent
Experience
- AlbertAPILLMOps EngineerTECHNovember 2024 - Today (1 year and 8 months)Marseille, France- Conception and development of Albert API, a sovereign generative AI solution for French administrations : Signal Conso, Météo France, Universities, and many other entities (300k daily requests)- Self hosted deployment of dozens of LLMs (LLama4, Mistral, Gemma...)- Development of an API gateway- Provide advanced features : RAG, agentic workflows, MCP, web search, OCR, deep search...- Load test LLMs under various GPU configs and provide dashboards (TTFT, E2E latency, token throughput...)- Secured all the infrastructure (VPN, bastion, user policies, security groups...), obtained ANSSI certification- Develop a tool for calculating GPU requirements given a number of daily users and a LLM- Migrate the stack to Kubernetes
- ManoManoMLOps EngineerE-COMMERCESeptember 2021 - July 2022 (10 months)- Design a machine learning platform on AWS to be used by 5 data teams- Choose, present and evangelize cloud architecture choices- Compare various solutions with POCs (Metaflow, Kubeflow, Sagemaker)- Improve collaboration with architects, data engineers and data scientists
- Crédit Agricole SAMachine Learning EngineerBANKING AND INSURANCEMarch 2021 - September 2021 (6 months)- Deploy NLP AI models on Kubernetes- Develop and sell AI API products to internal entities- Develop an internal AI platform hosting 20+ machine learning microservices- Evangelize MLOps tools and philosophy- CI/CD of OCR products- POC Kubeflow/Sagemaker pipelines- Realize and present a study about Green AI- Speed up labelling processes with cluster-based pre-labelling
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Education
- Diplôme d'ingénieur - Génie Informatique - Filière Data ScienceUniversité Technologique de Compiègne (UTC)2019En plus des cours traitant des concepts basiques de programmation (Structures de données, OOP, bases de données, software design...), les cours notables que j'ai suivi sont les suivants : - Apprentissage automatique (machine learning) - Conception de data warehouse - Calculs distribués - Recherche opérationnelle et optimisation combinatoire - Statistiques et probabilités - Maitrise des systèmes informatiques (programmation bas niveau)
Certifications
- Machine Learning with Big DataUniversité de Californie San Diego2020
- Google Cloud Platform for AWS ProfessionalsGoogle Cloud2020