Freelancer profile translated to English.

Description

Python & Automation Developer | LLM Integration | Custom Internal Tools

I design and deploy web tools and automation pipelines that save business teams concrete time. In 8+ years, I have transformed time-consuming manual processes into reliable automated systems.

What makes the difference: before writing a single line of code, I take the time to deeply understand the project, how the company works, and the client's real needs. My solid understanding of the business environment allows me to translate a vague business need into a concrete and useful technical solution — and to avoid delivering a tool that no one uses.

The problems I solve:

- Teams losing hours on repetitive tasks (data entry, document generation, content formatting)

- Scattered and unexploited data due to a lack of suitable tools

- Real tech needs without the budget to hire a full team

Concrete results:

- Automation of a complete management department (course updates) at Diploma Santé: a critical and complex process now managed end-to-end, saving the team several hours per week

- Automatic generation of multi-modal invoices: moving from several hours of manual work to a few seconds

- Integration of LLMs (GPT, Mistral) into existing workflows to extract, structure, and generate content automatically

My stack: Python, Flask, LangChain, OpenAI API, Mistral, SQL, HTML/CSS, Git, Docker.

My approach: I start from the users' real needs, I code a light and pragmatic solution, I deliver quickly and I iterate.

Ideal for: startups and SMEs that want to automate their internal processes and integrate AI without building a full tech team.

Industry field of expertise

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Paris (up to 50km)

Diploma Santé
Course Update Platform — Complete Department Automation
January 2026 - Today (7 months)
Design and deployment of a course update platform for Diploma Santé, automating one of the company's most complex departments end-to-end: managing training content updates.

What I delivered:
- A complete process, from data collection to deliverable generation, replacing heavy and error-prone manual work
- A web interface allowing non-technical teams to manage updates autonomously
- An architecture designed from the real business need, after in-depth analysis of the team's functioning and constraints

Result: a critical department that is now reliable, fast, and scalable, saving the team several hours per week.

Stack: Python, Flask, LLM, SQL, Automation.
Python Automatisation LLM SQL
ENSAO
Invoice Generation Automation
EDUCATION AND E-LEARNING
September 2024 - October 2024 (1 month)
Paris, France
Automation of invoice generation for clients according to several different modalities (chosen training, grade ...)
Pyhton Développement web Automatisation API
Diploma Santé
Python & Automation Developer | Internal AI Tools
EDUCATION AND E-LEARNING
September 2019 - Today (6 years and 11 months)
Paris, France
I build custom web tools and automation pipelines for business teams, combining Python, Flask, and LLMs (GPT, Mistral via LangChain).

What I do specifically:

Custom internal tools: Flask applications allowing non-technical teams to automate their manual tasks — document generation (Word, PDF), content extraction, data transformation pipelines.

LLM integration in workflows: Connecting GPT/Mistral to existing processes to automatically generate, structure, or format content.

End-to-end automation: Moving from manual processes (several hours per task) to automated executions in a few seconds.

My approach: I start from the users' real needs, I code a light and pragmatic solution, I deliver quickly and I iterate.

Stack: Python, Flask, LangChain, OpenAI API, SQL, HTML/CSS, Git.

Typical deliverables: production pipelines, internal web tools, documentation, user training.
Python Flask LLM Automatisation SQL