Freelancer profile translated to English.
Back to original languageAbout Arthur
I help companies transform advanced AI approaches (LLMs, deep learning, SOTA methods) into concrete, scalable, and business-oriented solutions. My goal is to make AI a central performance lever, not a gadget
🔹 Approach
Deep understanding of AI mechanisms (not just integration): LLMs, deep learning architectures, hybrid systems (symbolic + neural)
Adaptation of SOTA models and methods to real-world constraints (cost, latency, data)
Robust and scalable production deployment
🔹 Value
Framing use cases with high ROI
Transitioning from PoCs to industrial systems
AI integrated into the core of products and processes
🔹 +
Training and upskilling teams
Strategic vision + technical execution
French
Native or bilingual
English
Fluent
Japanese
Basic
Can work on-site
Paris (up to 20km)
Experience
- Norwegian University of Science and TechnologyMSc Thesis on Uncertainty Quantification in LLMsTECHJanuary 2025 - June 2025 (5 months)Trondheim, NorwayWorking on interpretable uncertainty of Financial Large Language Models (LLMs) with Tsetlin Machines.• Trained and fine-tuned financial LLMs with modular pipelines customized, monitoring training dynamics for UQ.• Built interpretable UQ framework using gradient stats and logic-based classifiers (Tsetlin Machines).• Technologies: Python; PyTorch (nn, distributed), transformers, PyTsetlinMachines, scikit-learn. NCCL; HPC Cluster
- Rokken Inc.Machine Learning Engineer InternshipTECHNovember 2022 - April 2023 (5 months)Osaka, JapanDevelopment of ML models in healthcare applications.• Developed end-to-end ground-truth labeling pipeline to adapt segmentation models training in coronary angiography.• Technologies: Python; FastAPI, SQLAlchemy. Typescript; NextJS, LabelStudio.io.
- PadoaFullstack developer internApril 2022 - August 2022 (4 months)Paris, FranceOn-prems softwarefor occupational health management• Led automated reporting features development; delivering to 5+ clients monthly analytics, covering 100k+ users.• Technologies: TypeScript; NextJS, sequelize. SQL; PostgreSQL. Docker. Brevo (SendInBlue), AWS.
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Education
- Master of Science in Informatic - Artificial IntelligenceNorwegian University of Science and Technology2025
- Diplôme d'Ingénieur - Specialization Control and Command SystemsEcole Centrale de Nantes2025