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.
The goal of my project is to explore how various architectural choices and training algorithms affect generalisation in neural networks. By understanding these relationships, I aim to develop strategies that can make the training process more efficient, allowing for faster convergence and improved model accuracy. To achieve this, I draw upon concepts from several branches of pure mathematics, with a particular focus on geometry and algebra.
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
A selection of courses I took (+name of lecturer)
A selection of courses I took (+name of lecturer)
Differential Geometry, Sigmundur Gudmundsson
Riemannian Geometry, Sigmundur Gudmundsson
Representation Theory of Quivers and Algebras, Gustavo Jasso
Galois Theory, Anitha Thillaisundaram
Group and Ring Theory, Gustavo Jasso
Algebraic Structures, Anitha Thillaisundaram
Topology, Sandra Pott
Number Theory, Oscar Marmon
Analytic Functions, Yacin Ameur
Mathematical Foundations of Probability, Tatyana Turova
Mathematical Modelling, Joachim Hein
Algebraic Topology, Sigmundur Gudmundsson
Numerical Approximation, Claus Führer
All courses above I passed with distinction.
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 & Summer Schools I attended (latest first)
Conferences, Workshops & Summer Schools I attended (latest first)
D3A 3.0, Nyborg
TDA Summer School 2025, Aarhus.
LOGML Summer School 2025, London.
Differential Geometry Day 2025, Lund.
D3A 2.0, Nyborg.
GenU 2024, Copenhagen.
European Congress of Mathematics, Sevilla.
Celebrating Women in Mathematical Sciences, Copenhagen.
Other interests
Other interests
I'm an avid runner. If you ask nicely, I let you follow me on Strava. My PRs are:
Half-marathon 1:50:11
10k 48:40
5k 22:30I recently started playing football with a local team in Copenhagen.
When living in Sweden, I used to volunteer at Film i Malmö, a community run cinema.
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