About myself
About myself
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I am a PhD student at the Technical University of Denmark at the Department of Applied Mathematics and Computer Science.
I'm mainly interested in parameter space symmetries, i.e. I study the sets of parameters that induce the same neural networks. This can tell us more about optimisation trajectories, but also relevant properties of the function, such as equivariance. To do so, I rely on tools from geometry and algebra (and algebraic geometry).
I'm passionate about the environment and inclusivity. In my role as a PhD student, I'm eager to contribute to efforts that make academia more sustainable and more welcoming to everyone.
Below you can find my CV (the very long version).
Education
Education
October 2024 - September 2027
Technical University of Denmark, Lyngby
PhD: Deep Learning Theory and Differential Geometry
September 2022 - June 2024
Lund University
Master of Science: Mathematics
September 2019 - June 2022
Lund University
Bachelor of Science: Mathematics
October 2015 - May 2019
Humboldt University of Berlin
Bachelor of Arts: German Literature and Linguistics
Student representative
Student representative
Class Representative for the courses Galois Theory HT23 and Degree Project Course VT24
Member of the student union of German Studies at Humboldt University (2015-2019)
Teaching
February 2025 - nowTeaching
Teaching Assistant at DTU for the course "Introduction to Machine Learning".
January 2021 - June 2022
Teaching assistant at Lund University for the courses "Analysis in one Variable" and "Linear Algebra 1".
Programming
Programming
Python, Maple, Matlab
Languages
Languages
English, French, Spanish (Argentinian), Swedish, German.
Danish is in progress.
Conferences, Workshops & Talks
Conferences, Workshops & Talks
NeurIPS 2026, Sydney.
(talk on 3-layer ReLU symmetries)D3A, Nyborg.
(poster presentation)Wallenberg Advanced Scientific Forum on symmetries of neural networks, Rånäs.
Applied Combinatorics, Algebra and Topology seminar, KTH Stockholm.
(talk on 3-layer ReLU symmetries)GeUmetric Deep Leaning workshop, Umeå.
(talk on 3-layer ReLU symmetries)Workshop on weight space symmetries at ICML 2026, Seoul.
(poster presentation)NLDL conference + winter school 2026, Tromsø.
(poster presentation)PriGM workshop at EurIPS 2026, Copenhagen.
(poster presentation)Math Student’s Day 2025, Lund University.
(talk)
Other interests
Other interests
I'm an avid runner. If you ask nicely, I might let you follow me on Strava. My PRs are:
Half-marathon 1:48:55
10k 48:40
5k 22:30I recently started playing football with a local team in Copenhagen.
I knit, a lot.
When living in Sweden, I used to volunteer at Film i Malmö, a community run cinema.
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