I am postdoctoral researcher at EPFL, working in the Quantum Information and Computation Group led by Prof. Zoë Holmes. I completed my PhD in Computer Science at Sorbonne University under the supervision of Prof. Elham Kashefi, supported by a fellowship awarded by Quantum Information Center Sorbonne (QICS).
My research lies at the intersection of quantum computing, information theory, and machine learning.
Equipped with a dual background in computer science and physics, I aim to understand the computational power and limitations of quantum systems. In particular, I study how noise and other physical constraints shape the boundary between quantum and classical computation, and how they can sometimes enable efficient classical simulation. More broadly, I am interested in quantum learning theory and quantum differential privacy, with a focus on developing frameworks that are both theoretically rigorous and experimentally relevant.
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News
(09-10-2025) Our new work on the classical simulation of noisy bosonic circuits is now on the arXiv! I’m very happy to have expanded my research into bosonic quantum information and to have coordinated this fruitful collaboration between ENS and EPFL.
(12-09-2025) Our work "Classically estimating observables of noiseless quantum circuits" has been accepted by PRL and it will be featured among the Editors's suggestion. I'm also giving a talk on it next week at TQC in Bengaluru!
(10-09-2025) Our new work on quantum circuit complexity is on the arXiv! Kudos to the first author Oxana Shaya who did all the heavy lifting! This work builds on her master thesis that I've had the pleasure to co-supervise.
(07-08-2025) Our work on information-theoretic limits of quantum learning has been accepted by the IEEE Conference on Quantum Artificial Intelligence. I will also give a tutorial on Pauli propagation methods at the same event.
(30-07-2025) My work on noise-tolerant unitary learning is published in Quantum.
(26-05-2025) I have been invited to give a tutorial on Pauli propagation methods at the upcoming QTML in Singapore!