Personal experiments
Small projects give me room to test an idea before I know whether it is sensible, useful or both.
AI editorial experiment
L’Inférence is a French-language experimental news site where the articles, illustrations and layout are produced through an AI editorial workflow. I built it to learn what AI publishing can and cannot do in practice, not to compete with established media or chase search traffic.
Visit L’Inférence
Conversational AI experiment
Panpan is a personal voice-assistant prototype for Mac. It holds conversations in French, answers aloud, remembers useful context and connects to services such as Hue and Spotify. I can ask it to turn on a light, play some music or tell me about the track that is playing.
I use it to explore what makes a voice interface feel natural: how quickly it responds, when it listens, how it handles interruptions and what it remembers between conversations. The work brings together speech recognition, language models, voice synthesis and interaction design.