Goran Stanić

Lead Product Developer

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Ludwigshafen am Rhein, Germany

Experience

Aug 2023 - Present
2 years 6 months

Lead Product Developer

Vinaver Medical

  • Developed ML algorithms, software development, technology transfer, as well as fundamental and applied research
  • Led a team developing a medical product for contrast detection and particle stopping power prediction using analytical and ML algorithms
  • Developed and trained state-of-the-art physics-informed neural networks
  • Gained experience in multinational collaborations with medical physics experts and clinics from the U.S. and the EU
Feb 2022 - Jul 2025
3 years 6 months
Heidelberg, 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, resulting in a publication
  • Collaborated with R&D teams at Varian (Siemens Healthineers) and medical physics experts at DKFZ to evaluate 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 year
Mainz, 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 months
Darmstadt, 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

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.

Experience in multinational collaborations with medical physics experts and clinics from the U.S. and the EU.

Skills

  • Python (Numpy, Pandas, Scipy)
  • Python Ml (Pytorch, Tensorflow, Keras)
  • Medical Software Development
  • Medical Image Analysis
  • Dicom, Simpleitk
  • Data Visualization
  • Opencv
  • Ct & Cbct
  • Radiotherapy
  • Particle Therapy
  • Radiodiagnostics
  • Medical Imaging
  • Github/gitlab, Ci/cd
  • C++
  • Project Management
  • Technology Transfer
  • Team Leading
  • Scientific Writing
  • Science Communication
  • Public Speaking
  • Quality Management Systems According To Medical Device Regulation

Languages

Bosnian
Native
Croatian
Native
Serbian
Native
German
Advanced
English
Advanced

Education

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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