Students

If you are interested in working with me, feel free to contact me by email.
Please include your CV, a cover letter, your transcript of grades,
and the subjects or research areas you are most interested in.

Current PhD students

Mourad Hassani

Started 2024 — CIFRE — Co-supervised
Topic: Temporal reasoning on medical data
Partner: Aldebaran.care
Mourad works on integrating temporal structures from medical records into reasoning processes, using hybrid LLM-based and structured approaches.

Tom Djaaleb

Started 2024 — Academic (Futur & Ruptures scholarship) — Co-supervised
Topic: Explainable joint reasoning on financial time series and textual information
Partner: —
Tom studies how to build unified models that combine news articles and temporal financial data to improve interpretability and predictive power.

Past PhD students

Eric Béhar

Started 2022 — CIFRE — Co-supervised
Topic: Graph recommender systems for professional recruiters
Partners: EFREI, EasyPartner
Defense planned: December 2025
Eric’s work focuses on heterogeneous graph representations for job recommendation, including cold-start challenges and graph-augmented ranking models.

Master’s and engineering students

I supervise several Master’s and engineering students each year
across topics such as natural language processing, knowledge graphs,
graph learning, and applied machine learning projects.

If you are interested in an internship or project, do not hesitate to reach out.