Freelancer profile translated to English.
Back to original languageAbout Baptiste
Looking for an AI expert who can deliver quickly and deliver solid results?
I design and deploy generative AI solutions that truly run in production: AI assistants and RAG anchored in your data, n8n/Make automations that eliminate your repetitive tasks, AI agents that execute your workflows.
My approach: get to the result. A POC in a few days when that's what you need, a reliable and cost-controlled architecture when you scale. I bring this requirement for reliability from aeronautics: 3 years at Airbus Helicopters working on AI systems in critical environments, where a model's output is unforgiving.
Specifically, I can help you to:
- Automate a business process (CRM, emails, quotes, reporting) with n8n
- Deploy an AI assistant / RAG chatbot on your internal documents
- Put a GenAI prototype into production: observability, testing, inference cost control
- Choose the right model (OpenAI, Claude, Mistral, open-source) according to your budget and sovereignty constraints
Stack: Python, LangChain, n8n, RAG, MLOps (MLflow, Airflow), Docker, GCP/Azure.
Available for remote work, responsive, and able to tell you when AI is not the right answer, saving you unnecessary costs.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- FreelanceAI Engineer - Generative AI & ML in ProductionCONSULTING AND AUDITSMay 2025 - Today (1 year and 3 months)Marseille, FranceI design and deploy generative AI and machine learning solutions in production for various clients (real estate, logistics, tech). From proprietary models to LLM integration, I handle the entire chain: data, training, deployment, reliability.Real estate / hospitality video generation augmented by motion prediction. Design of a proprietary neural network model, trained on several thousand annotated motion images, to generate augmented videos from simple photos. From dataset creation to training and deployment. Impact: 80% reduction in video production cost.Real-time speech synthesis with voice cloning. Development of a low-latency end-to-end voice generation (TTS) model, with voice cloning and prosodic fluency, using recent neural architectures (transformers, diffusion). Impact: latency < 10 ms.Intelligent automation platform for logistics. Event-driven architecture (Kafka / Redpanda) integrating a Falcon 40B LLM deployed on-premise in an air-gapped environment, and Azure OpenAI for generating optimization reports and purchase recommendations. Custom RAG to anchor LLM responses in business data. Impact: % gain on purchasing costs.
- Airbus HelicoptersAI Specialist (R&D AI for Aeronautical Systems)AVIATION AND AEROSPACEOctober 2021 - March 2025 (3 years and 5 months)Marignane, FranceResearch and development in artificial intelligence applied to critical aeronautical systems, in a context of maximum requirement for model reliability and reproducibility.Optimization using Deep Reinforcement Learning. Development of a Deep RL method for constrained optimization of high-fidelity helicopter simulations, calibrated on real flight tests. Impact: reduction of manual work time > 80%.Computer Vision for Non-Destructive Testing. Design of an automatic crack detection solution for critical composite parts (e.g., Starflex), from a set of annotated X-ray images. Impact: detection rate > 88% / reduction of manual inspection > 60%.An environment where a model's output is unforgiving: this is where I forged my requirement for reliability, which I now apply to production GenAI projects.
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Education
- Master's degree, Artificial IntelligenceAIX YNOV CAMPUS2023Master's degree, Artificial Intelligence
- Bachelor of EngineeringSUPINFO International University2021Bachelor's degree, Software Engineering