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AI systems that keep spinning.Built like a craftsman.

From use case to deployment, for startups and SMEs.

Lean, reliable, durable - and sovereign when it matters.

See my work See the method
Moulin à vent stylisé — La Moulinette AI

  • Prioritized use cases

    We identify where AI creates value before writing a single line of code.

  • Measurable gains

    Time saved, productivity, ROI: concrete, quantifiable results.

  • Sovereign when useful

    Open source and European hosting: you keep control of your data.

  • Built to last

    Integrated with your tools, maintainable and autonomous, with no needless dependencies.

What I can build

Technical demonstrators and one case delivered in production.

The medical demonstrators (the sourced search and the FHIR gateway) are personal research projects; they are not medical devices or diagnostic-aid tools.

  • Delivered in production

    Built optimization models, recommendation systems and AI content generation for ITFACTO, publisher of Le Monde Informatique. From experimentation to production and business adoption.

    • Recommandation
    • NLP
    • LLMs
    • FastAPI
    See the case study
  • Tool · available

    An AI agent that assesses the quality, security and architecture of public GitHub repositories. Six axes measured, calibrated against a reference corpus, and a PDF report sent by email.

    • LLMs
    • GitHub API
    • FastAPI
    • Quasar
    Learn more
  • Demonstrator · personal project

    A FHIR R4 patient record, its coded problems resolved into French against the ANS terminology server, and what the French National Authority for Health publishes on the pathology you pick.

    • FHIR R4
    • SMART on FHIR
    • SNOMED CT
    • FastAPI
    Learn more
  • Tool · available

    A practice question, passages retrieved from the 6,504 publications of the French National Authority for Health, and an answer whose every claim cites the excerpt that supports it - or a refusal.

    • RAG
    • pgvector
    • BM25
    • FastAPI
    Learn more

My method in 3 steps

A clear approach, a lasting impact.

  1. 1

    AI scoping

    A review of your data and your maturity. Prioritized use cases and a roadmap.

  2. 2

    Prototype

    A demonstrator on your priority use case to validate value before investing.

  3. 3

    Deployment & autonomy

    Production rollout integrated with your tools and skills transfer to your teams.

A flow to automate, a system to design? The first conversation is free - together we look at whether AI can save you time.

Testimonials

They trusted me.

Our company, specialized in media (Le Monde Informatique) and B2B operational marketing, benefited from Sélim’s engagement from September 2024 to April 2026, on the company’s first AI experiments, in coordination with executive management.

In particular, he developed performance-optimization models and recommendation systems, as well as an article generator based on the web and interviews. As the results were conclusive and aligned with the business and the teams’ expectations, he then deployed these models into standalone applications serving the teams.

Sélim showed strong and consistent commitment to the projects, great listening skills, and a deep understanding of the company and its organization. We very sincerely recommend Sélim for AI roles and AI-business partnerships, in both exploratory and implementation settings.

ITFACTOMedia & B2B marketing - AI engagement

Contact

Let’s start your project.

An idea, a flow to automate, a system to design? Describe your need and I’ll get back to you quickly.