Freelancer profile translated to English.

Description

Lead ML/LLM Engineer - 5 years of experience in productionizing AI models (classical & generative) at scale.

RAG enterprise specialist, fine-tuning (LoRA/QLoRA), OCR/NER & recommendation, with a strong focus on cost/performance and production reliability (GPU, vLLM, K8s, FastAPI). Open to freelance & permanent positions (AI Tech Lead / senior data).

Capable of leading a team, contributing to a project following best company practices, as well as delivering an end-to-end AI product (architecture, data, models, infrastructure, production).

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Nice (up to 50km)

Freelance
Lead LLM Engineer
June 2025 - Today (1 year and 2 months)
Strategic projects & private clients
• Fine-tuning 70B + dynamic LoRA → assistant that changes personality based on the interlocutor (production switching on 2×H100 Scaleway) API in production env Aws
• E-commerce semantic search engine → RAG automatically activated from 100+ products (FastAPI + Qdrant + vLLM + auto-scaling)
SOMA
Lead Consultant AI / LLM Engineer, Client Missions
October 2023 - June 2025 (1 year and 8 months)
Paris, France
• Rapid Visa → Full tech lead: OCR + NER + biometric matching + FastAPI backend + Kubernetes + MinIO – delivered in production
• Jenius → Sovereign LLM (Scaleway) + multi-tenant enterprise RAG (Qdrant) + Text-to-SQL + k8s deployment + load tests 100 concurrent users
• StoneLake → AI Lead: automated parsing of SCPI reports (PDF → financial ratios), strategic clustering & recommendation
Orange
Data/AI Hub, Cloud Data Engineer → Data Scientist
January 2022 - July 2023 (1 year and 6 months)
France
• Industrialization of geospatial algorithms on Vertex AI → 40% reduction in uncertainty for national fiber network
• BigQuery Pipelines + Cloud Functions + Looker dashboard