À propos de Noé
AI research scientist & theoretical physicist with 7+ years bridging complex systems, econophysics, and machine learning. Built predictive models for financial markets, optimized clinical trials through graph analysis, and consulted across industries on AI strategy. Expert in Python, statistical modeling, and generative AI delivering data-driven solutions.
Français
Bilingue ou natif
Anglais
Bilingue ou natif
Espagnol
Capacité professionnelle complète
Accepte de travailler sur site
Paris (jusqu’à 50 km)
Expériences
- IndependantAI & MLOps Consultantjuillet 2022 - Aujourd'hui (3 ans et 11 mois)Paris, FranceIndependent technical advisory for companies deploying production AI systems.CURRENT CLIENTS & PROJECTS (2023-present)- Neuroute (London): Healthcare AI & voice synthesis — clinical trial optimization, medical document NLP, production deployment (<100ms latency). See detailed project below.- Diot-Siaci (insurance): AI-powered document processing and risk analysis automation — NLP extraction, classification, production deployment.- SCSE: Automated reporting pipeline with ML-powered data consolidation, PowerPoint generation, Power BI integration.EXPERTISE- LLM deployment: RAG architectures, fine-tuning strategies (GPT-4, Claude, Llama, Mistral), prompt engineering- MLOps: Kubernetes, Docker, CI/CD, monitoring, model versioning- Production ML: Scalability, performance optimization, <100ms latency systems- Technical leadership: Architecture decisions, team guidance, C-level communication- Strategic consulting: Technical audits, ML architecture, POC feasibility studies, deployment strategy- Training workshops: GenAI adoption, LLMOps best practicesSTACKPython • PyTorch • Langchain • LlamaIndex • HuggingFace Transformers • FastAPI • Kubernetes • Docker • PostgreSQL • Redis • AWS • Azure
- GlanerCo-founder & CTOCULTUREseptembre 2023 - novembre 2024 (1 an et 2 mois)Paris, FranceTechnical co-founder of an AI-powered SaaS platform for the French cultural sector, serving 312,000 freelance cultural workers and 439,000 cultural organizations.TECHNICAL ARCHITECTURE- Built end-to-end ML pipeline: web scraping (10,000+ items/month) → NLP extraction → semantic embeddings → intelligent matching → scoring- Designed production microservices: FastAPI, PostgreSQL, Redis, async queues (Celery), monitoring (Prometheus/Grafana)- Implemented AI-powered recommendation engine with semantic search and continuous model evaluation- Architecture: Docker deployment, A/B testing, automated alertingBUSINESS- Led technical roadmap and recruited engineering team- Discussions for €350K seed funding- 15 pilot organizations, validated product-market fitSTACKPython • FastAPI • PyTorch • HuggingFace Transformers • Langchain • OpenAI API • PostgreSQL • Neo4j • Redis • Celery • Docker • Prometheus • Grafana • React
- Odyssées MusicalesCo-founder, writter and performerCULTUREjanvier 2020 - Aujourd'hui (6 ans et 5 mois)Paris, FranceCo-created and produced original musicals, managing 80+ young professionals and professionalartists; contributed technical solutions for production management
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Formations
- Master's in Theoretical Physics (ICFP),École normale supérieure2021Master's in Theoretical Physics (ICFP),
- Master of MathematicsUniversité Paris Dauphine2021Master's in Mathematics,