Charles Vielzeuf — Operations research & ML

I am currently a Master II student in operations research at Institut polytechnique de Paris (MPRO), as part of my last year at École des Ponts, in the mathematical engineering and computer science department. More details here.

Previously I worked at [Hexaly] as an operations research intern in the R&D team (algorithm design, software development, continuous integration). I also was a trainee student in the [Deep Learning Theory Team] ([UTokyo]), supervised by [Prof. Taiji Suzuki], as well as in the [RIKEN Advanced Intelligence Project] in the [Statistical Genetics Team], working on transformer-style architectures and reinforcement learning.
More details here.

🔬 Research/working interests

I focus on algorithm design with guarantees and industrial problem-solving, as well as consulting and understanding business requirements in fields such as logistics, finance, and IT.

Operations research — combinatorial, stochastic and robust optimization; complexity theory, metaheuristics, parallel computing.

Machine learning — deep and reinforcement learning, and optimization-aware learning.

More on these topics on my project page. I am considering pursuing a PhD.

📢 News

I am due to start a [VIE position] at [Murex Asia] in December 2026 for my end-of-studies internship, in the Enterprise Risk Management team.

I am always open to opportunities for collaborations and consulting — see [Open to].