Freelancer profile translated to English.

Description

AI Tech Lead & AI Solutions Architect in production. Specializing in intelligent agents, GenAI architectures, and MLOps / GenAIOps industrialization.

Graduated from CentraleSupélec (Artificial Intelligence major), I have been supporting a wide variety of organizations for nearly 10 years: large industrial and tech groups (EDF, Capgemini, Total), satellite operators (Space42), public institutions (Unicef, ministries), pharmaceutical labs (Pfizer, AstraZeneca, Moderna), and hyper-growth startups. From POC to scaled production.

▸ MY EXPERTISE

• Agentic Architectures: Advanced RAG, multi-task agents, tool-use, contextual memory, multi-agent orchestration

• GenAI Industrialization: LLM deployment (vLLM, TensorRT-LLM, quantization), guardrails, evaluation, observability

• End-to-end MLOps & GenAIOps: Model versioning, CI/CD, monitoring (drift, latency, quality), feedback loops

• AI Audit & Compliance: Explainability, robustness, AI Act, GDPR

• Strategic AI Framing: Executive roadmap, build vs buy, sizing, ROI

▸ STACK

Python, PyTorch, LangChain, LlamaIndex, vLLM, TensorRT-LLM, Hugging Face, MLflow, Ray, Triton, Azure OpenAI, AWS Bedrock, OpenAI, Mistral, Claude (Anthropic), Spark, Kubernetes.

▸ MY MISSIONS

• Framing and architecture of AI / agent platforms (POC to production)

• Hands-on Tech Lead for complex delivery

• AI Audit, tech due diligence, compliance (AI Act, GDPR)

• Training and coaching of data/AI teams (lecturer at CentraleSupélec, Sorbonne, Jedha)

100% remote, quick start. Let's discuss your project: from ideation to industrialization, I can contribute.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

Space42
Principal AI Solutions Architect
June 2025 - Today (1 year)
Abou Dabi, United Arab Emirates
Design and industrialization of AI solutions in a satellite and geospatial imagery context, with a strong focus on agentic architectures and production systems.

▸ AI AGENTS & ARCHITECTURES
Design and deployment of AI agents in production: advanced RAG, multimodal, task-oriented agents. Modular agentic architectures integrating reasoning, tool orchestration, and contextual memory.

▸ END-TO-END AI SYSTEMS
Translation of complex business needs (geospatial analytics, document intelligence, operational workflows) into robust AI solutions, from prototyping to deployment. Pipelines combining ingestion, retrieval, inference, and post-processing.

▸ MLOPS & GENAIOPS
End-to-end MLOps (model versioning, experiment tracking, deployment), monitoring (latency, drift, quality), feedback loops. GenAIOps: prompt management, evaluation harnesses, guardrails, benchmarking. LLM deployment with advanced inference stacks (vLLM, TensorRT-LLM, quantization).

▸ PRE-SALES & TECHNICAL LEADERSHIP
Technical discussions with stakeholders, architecture definition, support for strategic AI initiatives.

Stack: Python, PyTorch, Spark, Ray, Triton, MLflow, LangChain, LlamaIndex, Hugging Face, vLLM, TensorRT-LLM, Mistral, Mixtral, Zephyr, Azure, On-Premise.
AI Agents GenAI MLOps RAG LLMs
La Forge
Head of AI
CONSULTING AND AUDITS
October 2023 - June 2025 (1 year and 8 months)
Paris, France
Technical and strategic direction of the AI practice at a French product studio (15 employees, 7 junior data scientists).

▸ MANAGEMENT & UPSKILLING
Building an environment of continuous innovation and learning for a team of 7 junior data scientists. Technical coaching, code reviews, structured feedback.

▸ PRE-SALES
Participation in 10+ pre-sales meetings, design of demo prototypes, cost estimations, and technical proposals.

▸ AI & GENAI DELIVERY
10+ products delivered for various challenges:
• Semantic search engine indexed on medical references
• Multimodal conversational agent for AI consultants
• RAG system on sales presentations and Google Analytics
• Churn detection system
• News aggregator for a cultural association
• Water detection algorithm using satellite imagery
• Movement tracking for physiotherapy
• OCR on biological documents via LLM
• Construction activity prediction system

▸ RESPONSIBLE AI AUDIT
Design and application of internal evaluation grids (ethics, explainability, robustness). Audits on GenAI use cases (RAG, multimodal assistants) in alignment with the AI Act and data governance principles.

Stack: Python, TensorFlow, MLflow, Airflow, OpenCV, Pandas, PySpark, LangChain, LlamaIndex, Hugging Face, Mistral, Zephyr, Idefics, OpenAI. Cloud: Azure, AWS, OVH.
Data Science Python Team Management Responsible AI NLP
Hajime AI
Co-Founder & Chief Technical Officer
HEALTH AND WELLNESS
October 2017 - October 2023 (6 years)
Paris, France
Co-founder and CTO of a French startup specializing in the collection and analysis of behavioral health data. Fundraising, tech structuring, market launch.

▸ MANAGEMENT
Building a multidisciplinary team up to 10 people (tech and non-tech). Recruitment, structuring, product culture.

▸ SAAS PRODUCT
Development of a data collection and analysis platform connected to social networks, patient associations, hospitals, and pharmacies, in compliance with security and GDPR requirements.

▸ CLIENT PORTFOLIO
Management of a portfolio of 14 major clients in the pharmaceutical sector (Pfizer, AstraZeneca, Moderna, and 11 others). Over 300k data points collected via 50+ studies in 3 years.

▸ R&D
R&D program conducted with Capgemini to develop solutions promoting eco-responsible behaviors.

▸ COMPLIANCE & DOCUMENTATION
Implementation of a standardized documentation process (model traceability, validation). Design of impact assessments (DPIA) and mitigation measures for behavioral AI models.

Stack: Python, Django, Bootstrap, D3.js, DialogFlow, Airflow, Pandas, OpenCV. Cloud: AWS, Databricks.
Teamwork Python Django Data Science Data Analysis