I am Assistant Professor at Université Côte d’Azur since 2025, conducting research at the I3S laboratory (UMR 6070) in Sophia Antipolis, France, as part of the joint Inria-CNRS-UCA MARIANNE team. My work focuses on advancing machine learning and natural language processing (NLP), with a particular emphasis on cyberbullying detection and prevention on social media, high-level linguistic analysis, and dialogue modeling. Previously, I was a Junior Fellow in AI at the 3IA Institute (2023–2024), where I contributed to the EFELIA project, an initiative aimed at strengthening and expanding AI-related educational modules across disciplines. From 2021 to 2023, I was a postdoctoral fellow in computer science within the Wimmics team, focusing on NLP and AI applications for hate speech detection on social media. I earned my PhD in Computer Science from Aix-Marseille Université in 2017, developing a content-based recommender system using NLP techniques as part of the Data, Information Content Management Group (DIMAG) at the LIS Laboratory. During my doctoral studies, I collaborated with OpenEdition, a leading electronic publishing platform in the Humanities and Social Sciences (HSS), to develop BILBO, an automatic reference labeling tool that remains a key component of OpenEdition Lab’s digital toolkit. Following my PhD, I completed a two-year postdoctoral position (2018–2020) at the University of Exeter (UK) in the Social & Environmental Data Analysis (SEDA) Lab. There, I contributed to the development of C3-IoC, a personalized career coaching tool designed to support self-directed career exploration, which is publicly accessible online. I am actively engaged in the academic community, advancing AI and NLP methodologies and their applications to real-world challenges. My research bridges theoretical innovation and practical impact, with a strong focus on developing tools and systems that address pressing societal needs.