About Antoine
- Document AI & OCR: extraction pipelines, validation workflows, human-in-the-loop review, audit trails for contracts, invoices, forms, KYC/KYB and operational documents
- LLM Applications & Automation: RAG systems, assistants, agents, chatbots/callbots, workflow automation, evaluation, guardrails and cost/performance tuning
- MCP Migration & Agent Modernization: migration of chatbot and agent ecosystems to Model Context Protocol, with safer context handling, cleaner tool orchestration, connector refactoring and multi-model readiness
- Data / ML Platforms: feature stores, model registries, reproducible pipelines, developer tooling, observability and production-oriented MLOps foundations
- Software Delivery & Architecture: APIs, backend systems, internal tools, automation layers and integration workflows built to last
- Building ApollonAI, a modular framework for model design, testing and deployment
- Co-developing Eurathos Technologies around European digital sovereignty, secure cloud and open innovation
- Advising SMEs on pragmatic AI, automation and software modernization with clear ROI
French
Native or bilingual
English
Conversational
Experience
- Fusilier AdvisoryAI & Software Engineering ConsultantCONSULTING AND AUDITSMay 2023 - Today (3 years and 1 month)Paris, FranceI advise and deliver across software engineering, data systems and AI-powered business automation for SMEs and mid-sized organizations.My role combines consulting, solution design and hands-on implementation on projects involving internal tools, APIs, document workflows, LLM-based automation, OCR, analytics platforms and production-oriented AI services.Typical responsibilities:
- Clarify business needs and translate them into realistic technical roadmaps
- Design architectures for AI-enabled applications, APIs and automation workflows
- Build and deploy production-ready backend services and business tools
- Structure data and AI workflows with maintainability, observability and cost control in mind
- Improve delivery quality through testing, documentation and engineering discipline
Selected work- Construction company digitalization: delivered a workflow combining website lead capture, qualification, quote generation, email automation, document generation, CRM/ERP synchronization and operational dashboards
- Document and AI systems: built OCR, computer vision and multimodal classification pipelines exposed through APIs and production-ready services
- European digital analytics: developed data-driven tools and analytical products around European technology and digital sovereignty topics
- AI platform components: designed reusable building blocks for model orchestration, evaluation, packaging and deployment
- Core stack
Python, FastAPI, PostgreSQL, Redis, Docker, Kubernetes, PySpark, MLflow, Airflow, Java/Spring Boot, Rust, React/Next.js - Eurathos TechnologiesCo-Founder & CTOSOFTWARE PUBLISHINGFebruary 2025 - Today (1 year and 4 months)Paris, FranceI lead the technical vision, architecture and hands-on delivery of Eurathos Technologies, a European initiative focused on secure cloud, modular software systems, AI enablement and digital sovereignty.My role combines product thinking, technical leadership and execution across internal frameworks, platform components, engineering tooling and software products designed for long-term maintainability and production readiness.Main responsibilities
- Define technical direction, architecture and engineering standards
- Design and build platform-oriented software, APIs and internal tooling
- Structure reusable foundations for AI, data and software delivery
- Establish development practices around typing, validation, testing, documentation and CI/CD
- Support the creation of modular, secure and scalable systems aligned with EU-first technology principles
Selected initiatives- ApollonAI - modular framework for model design, testing, orchestration and deployment
- P3M - project structuring and governance framework for reproducibility, traceability and portfolio organization
- European digital sovereignty work - comparative analysis and strategic tooling around identity, cloud, interoperability and secure digital infrastructure
Core focus areas- software architecture and engineering foundations
- APIs and platform design
- AI/ML delivery enablement
- secure cloud and operational robustness
- reusable tooling, governance and technical scalability
- Société GénéraleData EngineerBANKING AND INSURANCESeptember 2023 - September 2025 (2 years)Paris, FranceI spearheaded the development of an internal application that transformed the management and distribution of AI model features across the organization. This platform centralized all feature engineering outputs into a unified repository, making it easily accessible for all data teams. By simplifying the sharing and reuse of features, the application enhanced efficiency in data processing and accelerated the deployment of machine learning models. This initiative not only streamlined workflows but also fostered collaboration among data scientists, leading to more robust and scalable AI solutions within the bank.
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Education
- Master of Computer Applications - MCA, Mathématiques et informatiqueOpenClassrooms2026Master of Computer Applications - MCA, Mathématiques et informatique
- Software Engineer - RNCP 31678 VI, Computer Software Engineering3W Academy2024Software Engineer - RNCP 31678 VI, Computer Software Engineering