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Damien Pouponneau
Mentor @Matrice
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WORK HISTORY
Mentor @Matrice
Paris, FR
As a mentor at Matrice incubator, I support startups in structuring their strategy and operational roadmap. I bring expertise in Technology, AI, and Finance, helping founders turn ideas into viable and scalable businesses.
EDUCATION
Paris-Sud University (Paris XI)
Master, Mathématiques appliquées
ABOUT DAMIEN POUPONNEAU
Senior quantitative specialist and AI systems architect with more than 20 years of experience across banking supervision, financial markets, and technology.Currently working within the French banking regulator (ACPR) and contributing to supervisory activities at the European level (ECB), with a focus on risk frameworks, valuation methodologies, and complex financial instruments.Alongside my supervisory work, I design and develop experimental AI systems and data platforms exploring the use of modern machine learning techniques for knowledge management, analytics, and decision support.My work combines several domains:• quantitative finance and risk modelling • artificial intelligence and machine learning systems • software architecture and platform engineering • large-scale data pipelines and analytics Recent technical work includes building AI platforms based on Retrieval-Augmented Generation (RAG), vector search architectures, embeddings pipelines and LLM orchestration, as well as modular backend systems using Python and Django.I am particularly interested in the intersection of:AI systems × financial regulation × quantitative analyticsand how modern AI architectures can support more transparent, scalable and data-driven financial systems.Open to discussions around AI systems, financial analytics and data-driven technologies.
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