Projects

Ideas turned into real projects.

I explore what AI makes possible by building tools, prototypes, and experiments: a way to test ideas, learn, and see what actually works.

My projects

  • Prototype · 2026

    Impact IA

    Calculator of the electricity, carbon, and water footprint of AI models, based on the open-source Impact’IA method

    The tool is in French.

    Behind the scenes

    • 11.9mg CO₂e

      per request, for a tourist office chatbot on GPT‑4o mini

      • 101 mWh of electricity
      • 1.71 mL of water
      Impact’IA method v1.0
    • Impact IA, in French: a tourist office chatbot on GPT-4o mini, and its carbon, 11.9 mg CO₂e per requestImpact IA, in French: a tourist office chatbot on GPT-4o mini, and its carbon, 11.9 mg CO₂e per request
      In the tool · Pick a use case
    • Impact IA, in French: the share of the application (59%), the model’s answer (36%), and training (4.4%)Impact IA, in French: the share of the application (59%), the model’s answer (36%), and training (4.4%)
      In the tool · The breakdown

How it’s made

Behind the scenes of each project, in the notebook.

All notebook entries

My approach

I’m interested in what artificial intelligence can actually do, beyond demos and promises.

With these projects, I move from curiosity to practice. I test ideas, work with data, and build tools, sometimes just to see how far I can go.

Some projects meet a real need. Others are pure experiments. They all share one thing: learning by doing, and sharing what I find.

About me