Goran S.
Lead Product Developer
Experience
Aug 2023 - Present
2 years 4 monthsLead Product Developer
Vinaver Medical
- Leading a team that is developing a medical product for contrast detection
- Developing and training state-of-the-art physics informed neural networks
- Experience in multinational collaborations with medical physics experts and clinics from the U.S. and the EU
Feb 2022 - Jul 2025
3 years 6 monthsHeidelberg, Germany
Scientific Researcher
German Cancer Research Center (DKFZ)
- Developed ML tools for synthetic CT generation and investigated their use in adaptive radiotherapy
- Established a collaboration to develop and train state-of-the-art neural networks for segmentation and style transfer; resulted in a publication
- Closely collaborated with R&D teams at Varian (Siemens Healthineers) and MPEs at DKFZ on industry-aligned research, evaluating synthetic CT images within radiotherapy workflows
- Developed software modules for image processing, dose evaluation and treatment planning using Python and MATLAB in open-source frameworks like matRad and pyRadPlan
Oct 2020 - Sep 2021
1 yearMainz, Germany
Student Assistant
Johannes Gutenberg University Mainz
- Implemented feed-forward convolutional neural networks for particle interaction prediction for the DEAP 3600 Experiment at SNOLab
- Developed an ADC in Python and C++ for the DarkMESA experiment
May 2019 - Jun 2020
1 year 2 monthsDarmstadt, Germany
Student Intern
GSI Helmholtz Center
- Worked on the FRS-Ion Catcher experiment investigating the chemistry and charge exchange processes of the cryogenic stopping cell
Summary
PhD in Medical Physics with focus on ML for modern radiotherapy. Experienced in development of ML algorithms, software development, technology transfer, as well as fundamental and applied research. Interested in roles bridging clinical work and innovation.
Languages
Bosnian
NativeCroatian
NativeSerbian
NativeGerman
AdvancedEnglish
AdvancedEducation
Feb 2022 - Oct 2025
Heidelberg University
Ph.D. in Physics · Physics · Heidelberg, Germany
Oct 2019 - Sep 2021
Johannes Gutenberg University Mainz
M.Sc. in Physics · Physics · Mainz, Germany
Oct 2014 - Apr 2019
University of Novi Sad
B.Sc. in Physics · Physics · Novi Sad, Serbia
Certifications & licenses
Driver's License: Category B (EU)
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