Curriculum Vitae
The journey so far
PhD candidate in physics at Université Paris-Saclay, working at the intersection of astronomy, machine learning, and statistics.
Education
Dec 2025 — Present
PhD in Physics
Université Paris-Saclay · Paris, France
Machine learning for cosmology and high-dimensional inverse problems. Advisors: François Lanusse, Tobias Liaudat & Samuel Farrens.
Sept 2023 — Sept 2025
M.Sc. in Computer Science
University of Montréal · Montréal, QC
Generative-model evaluation and uncertainty quantification. Advisor: Laurence Perreault-Levasseur.
Aug 2019 — May 2023
B.Sc. in Computer Science + Astronomy
University of Illinois at Urbana-Champaign · Minor in Informatics
Liberal Arts & Sciences. Advisor: Gautham Narayan.
Awards & Fellowships
2025
MSCA COFUND Doctoral Fellow
DeMythif.AI · Université Paris-Saclay
Selected for the COFUND DeMythif.AI doctoral programme of excellence, cofunded by the European Union's Marie Skłodowska-Curie Actions (MSCA).
Research & projects
Oct 2024 — Apr 2026 · Paris, France
MIRA — PhD Project
ICML 2026 Main Conference Spotlight
Feb 2024 — Jan 2025 · Montréal, QC
PQMass — Master's Project
Accepted to ICLR 2025
May 2023 — Aug 2023 · Champaign, IL
DECam Data Reduction — Research Assistant
Young Supernova Experiment
Jun 2022 — Aug 2022 · Austin, TX
Learning SESNA with ML — NSF REU Intern
Poster at AAS 241
Jun 2021 — Aug 2021 · Rochester, NY
Light Deflection near Kerr–Newman Black Holes — NSF REU Intern
Poster at AAS 241
Jan 2021 — Apr 2023 · Champaign, IL
YSE DR1 — Research Student
Accepted to ApJ
Talks & Posters
July 2026 · Seoul, South Korea
MIRA: A Score for Conditional Distribution and Model Comparison
Poster · ICML 2026
June 2026 · Grenoble, France
Assessing Posterior Accuracy in Latent Space Solvers for High-Dimensional Inverse Problems
Poster · Grenoble AI for Physical Sciences workshop
Feb 2026 · Chicago, USA
Uncertainty Quantification for Generative Models in Astrophysics
Talk · NSF-funded SkAI Institute
August 2025 · Vancouver, Canada
Pokie: Posterior Accuracy and Model Comparison
Poster · ML4Astro ICML 2025 Workshop
Apr 2025 · Singapore
PQMass: Probabilistic Assessment of the Quality of Generative Models
Poster · ICLR 2025
May 2024 · Canada
PQMass and its Applicability to Astrophysics
Talk · Centre de recherche en astrophysique du Québec (CRAQ)
May 2023 · Illinois, USA
Learning SESNA with Machine Learning
Poster · Astronomy Festival (AstroFest 2023)
Jan 2023 · Seattle, USA
Learning SESNA with Machine Learning
Poster · Astronomy Association Society
Jan 2023 · Seattle, USA
Light Deflection near Kerr-Newman black hole spacetime
Poster · Astronomy Association Society