Freelancer profile translated to English.

Description

I help startups, SMEs, and product/data teams quickly validate a generative AI use case: RAG documentary assistant, business AI agent, structured extraction, automatic summarization, or LLM API.

My ideal format: short remote missions, audits, or PoCs in 2 to 10 days, compatible with a need for quick scoping before a more significant investment.

In parallel, I am an AI Engineer at Société Générale CIB, where I work on AI solutions used by several dozen applications, with about 100,000 monthly predictions.

I therefore intervene with a dual approach: rapid prototyping and production vision.

Typical missions:

RAG/GenAI Audit - 2 to 5 days

Architecture analysis, retrieval quality, prompts, hallucinations, security, costs, monitoring, and prioritized recommendations.

Deliverable: summary report and concrete action plan.

Documentary Assistant PoC - 5 to 10 days

Functional prototype on your documents: ingestion, vectorization, search, response generation, API, and simple interface.

Deliverable: functional demo and industrialization recommendations.

Business AI Agent - 5 to 10 days

Automation of a simple workflow: request qualification, summarization, structured extraction, or report generation.

Deliverable: testable prototype and defined next steps.

Stack: Python, FastAPI, LangGraph, FAISS, Milvus, Kubernetes (GKE, AKS), Azure OpenAI

Available for short remote missions, mainly evenings and weekends, at a rate of 8-12 hours/week

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Remote only

Primarily works remotely

Société Générale - CIB
AI & Machine Learning Tech Lead
BANKING AND INSURANCE
July 2021 - Today (5 years and 1 month)
Paris, France
Design and industrialization of artificial intelligence solutions in production within an international banking environment.

Technical lead of an internal machine learning platform enabling the deployment and operation of large-scale models (several dozen applications, ~100,000 monthly predictions).

Involvement in:

- Development of data processing pipelines (batch and real-time)
- Deployment and orchestration of ML models
- Integration of generative AI solutions (LLM, RAG)
- Design of APIs for business applications
- Close collaboration with business teams to identify and implement use cases
LLM RAG FastAPI Kubernetes AI Agents
Juisci SA
AI Engineer Freelance
HEALTH AND WELLNESS
February 2021 - April 2026 (5 years and 2 months)
Paris, France
Design and development of data and artificial intelligence solutions as a freelancer.

Setup of a complete RAG pipeline:

- Document ingestion and transformation
- Vectorization and search (Milvus – Zilliz Cloud)
- Orchestration via LangGraph
- API exposure

Deployment of scalable services on Kubernetes (GKE) and development of full-stack applications integrating AI functionalities.
RAG LLM Kubernetes FastAPI NestJs
Carbon IT
Full-Stack Developer & Data Engineer
DIGITAL AND IT
June 2018 - June 2021 (3 years)
Paris, France
Long-term mission at Société Générale Corporate & Investment Banking.

Development of web applications and data services in a modern technical environment:

- Front-end development (React, TypeScript)
- Back-end and API development (Python)
- Setup of containerized solutions (Docker, Kubernetes)
- Participation in internal data projects and pipelines
Kubernetes NestJs React.js FastAPI