Description

With a PhD in Optics and experience in data science and medical technology, I specialize in building intelligent solutions for complex imaging and computational problems. I enjoy bridging physics, mathematics, and software to create practical tools that work in real-world applications.

Industry field of expertise

Languages

English
Native or bilingual
German
Fluent

Workplace preferences

Remote only

Primarily works remotely

SCHWIND eye-tech-solutions GmbH
Computational Biomedical Scientist
BIOTECH
August 2022 - Today (3 years and 10 months)
Kleinostheim, Germany
-- Algorithm and System scientist for SCHWIND Foresight project®, a pioneer predictive software to determine post-refractive surgery topography. -- 3D corneal OCT image processing (segmentation, surgery trace characterisation,..). -- Predictive Cornea Modeling for refractive surgery. -- Modeling of eyes reaction over the course of refractive surgery to architect more efficient and patient friendly treatments -- Analytical/Numerical development of new clinical basis to precisely describe ocular wavefront leading ever accurate refractive treatments. --Machine learning (SHAP based reinforcement) modeling for analysis of refractive surgery units.
Optics Vision Science C++ Python
DESY
Scientist
December 2017 - July 2022 (4 years and 7 months)
Hamburg, Germany
--- Ptychography Imaging at soft X-ray sources. --- Wavefront sensing for extreme ultraviolet (EUV) lithography. ---Coherence measurements at free-electron lasers.
---Wavefront propagation simulations. ---Algorithm development for real-time image retrievals. ---Applying Image_to_image translation (DL) to X-ray imaging.
European XFEL
PHD Student
June 2014 - December 2017 (3 years and 6 months)
Hamburg, Germany
--- Hard X-ray beam characterization using Coherent Diffraction Imaging --- Developing new phase retrieval algorithms in various Fresnel and Fraunhofer zones --- Mathematical modeling and simulations of X-ray optical systems in XUV and hard X-ray regimes