I am a Ph.D. candidate of the Menden Lab at Helmholtz Centre Munich, under the joint supervision of Michael Menden, Natalie Garzorz-Stark and Francesco Paolo Casale. Besides, I am honored to be part of the Chan Zuckerberg Initiative residency with Theofanis Karaletsos.
I am a computational biologist passionate about advancing precision medicine through machine learning and statistical genetics, with particular expertise in inflammatory diseases. During my Ph.D., I developed SAFARI, a biomarker detection framework that revealed a sparse gene signature distinguishing early Mycosis Fungoides (MF) patients from those with benign inflammatory skin diseases. This work was patented and is leveraged by Dermagnostix in their emerging diagnostic tool ‘‘LymphX’’. Within the collaboration with the Chan Zuckerberg Initiative, I combine statistical genetics with multiple instance learning to pinpoint cellular contexts in which genes act as disease drivers, revealing mechanistic insights that inform therapeutic target identification.
PhD in Machine Learning in Health, 2021 - present
Helmholtz Center Munich
TUM Skills Excellence Program with Major in Data Engineering & Analytics and Minor in Economics, 2021
Technical University of Munich (TUM)
M.Sc. in Data Engineering & Analytics, 2018 - 2020
Technical University of Munich (TUM)
B.Sc. in Applied Informatics with Minor in Engineering Science, 2014 - 2017
University of Bayreuth