Greater Paris Metropolitan Region
I am an independent researcher working on the foundations of representation, reasoning, and structured intelligence, at the intersection of mathematics, physics-inspired formalisms, and artificial intelligence. My work focuses on how complex systems maintain coherence under constraints, how local interactions give rise to global structure, and how reasoning can be made auditable, stable, and invariant under scale and depth. These questions naturally span multiple domains: spectral representations, multi-scale composition, logic, computation, and the limits of purely statistical models. Over the past two decades, I have pursued research-oriented innovation alongside entrepreneurial activity. My early patents (now updated on this profile) reflect foundational interests in system architecture, signal structure, and constraint-driven design—interests that have since matured into a unified theoretical and experimental research program. I am currently developing R3, a representational framework and research program exploring: order-based reasoning and multi-level representation, structural competence beyond probabilistic inference, local versus global composition (Fourier / wavelet regimes), paradox, vagueness, and threshold-constrained validity, auditable and fail-closed reasoning architectures. R3 is pursued as an independent research effort, with experimental validation, formal papers, and controlled benchmarks. The goal is not incremental optimization of existing models, but a deeper understanding of how reasoning, structure, and consistency can be engineered as first-class properties. I am open to scientific discussion, research collaboration, and institutional dialogue related to foundational AI, complex systems, and the long-term architecture of safe and explainable intelligence.
Founded RCUBEAI, a research and product company developing secure architectures for generative AI, with a focus on auditability, governance, and constraint-driven reasoning. RCUBEAI advances theoretical framework and related products to enable auditable, fail-closed, and governance-ready AI systems beyond purely statistical models.
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Development of Popfax.com : low cost global fax internet service provider.