Slim Barkallah Headshot

Slim Barkallah

I am a Master's student in Computational and Mathematical Engineering (ICME) at Stanford University. I am fortunate to have worked with Prof. Tengyu Ma and Prof. Sanmi Koyejo.

My research interests include mathematical reasoning in LLMs, proof verification in formal and natural language, and reinforcement learning.

Before Stanford, I did my undergraduate at CentraleSupélec in France, where I majored in applied mathematics.

I am looking for Research Engineer roles starting July 2027. Feel free to reach out!

Publications

(full list)

Pseudo-Formalization for Automatic Proof Verification
Slim Barkallah*, Luke Bailey*, Kaiyue Wen*, Mohammed Abouzaid, Tengyu Ma.
Preprint, 2026.
*Equal contribution

Veribench-FTP: A Formal Theorem Proving Benchmark in Lean 4 for Code Verification
Slim Barkallah, Srivatsava Daruru, Brando Miranda, Leni Aniva, Allen Nie, Sanmi Koyejo.
5th Math-AI Workshop, NeurIPS, 2025.