From numbers to texts, I obtained a master's degree in data science and have been playing with language since 2016. I spent three years at DataObserver, developing information monitoring solutions integrating NLP, data visualisation, and graph mining. With an interest in social and humanist questions, I completed a Digital Humanities master's in 2018 at the University Lyon II. I began working on semantic web questions at the Ottawa DH Lab. Finally, I became research engineer in the Wimmics team of Inria Sophia-Antipolis. I had the opportunity to update and extend the French chapter of DBpedia for a year, which I continue to maintain. I am a PhD student today thanks to the 3IA convention.