CV / About Me
Welcome to my professional resume page. Below you will find a summary of my experience and research.
Current Position
PhD Student in Medical Physics and Particle Physics
Faculty of Physics and Applied Computer Science, AGH University
Since: October 2021
Education
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PhD in Physical Sciences (in progress)
AGH University – Faculty of Physics and Applied Computer Science, Kraków
Dissertation topic: Platform for simulation of therapeutic dose spatial distribution in the Dose-3D phantom
Supervisor: Dr. hab. inż. Tomasz Szumlak
Since October 2021 -
Master of Engineering – Medical Physics
AGH University – Faculty of Physics and Applied Computer Science, Kraków
Master's thesis: Development of the Geant4-based medical linac application within Dose-3D Experiment
Supervisor: Dr. hab. inż. Agnieszka Obłąkowska-Mucha
Completed: September 2021 -
Bachelor of Engineering – Medical Physics
AGH University – Faculty of Physics and Applied Computer Science, Kraków
Bachelor's thesis: Generic phantom implementation in the Geant4 framework
Supervisor: Dr. inż. Bartłomiej Rachwał
Completed: February 2020
Professional Experience
Teaching Assistant
AGH University – Faculty of Physics and Applied Computer Science, Kraków | March 2024 – present
- Conducting C++ programming laboratories
- Conducting computer science fundamentals laboratories (Linux, Git, Python)
- Conducting 3D graphics laboratories (OpenGL, GLSL)
- Teaching ionizing radiation dosimetry (Monte Carlo simulations, Geant4)
Doctoral Research Fellow – IMPRESS‑U (NAWA)
AGH University of Krakow | June 2024 – September 2025
- Research fellowship within the International Academic Partnerships Programme
- Development of sustainable, high-performance software for HEP experiments
- Integration of CAD tools (Fusion 360) for efficient detector geometry creation
- Research results incorporated into doctoral dissertation
Monte Carlo Simulation Developer
J-PET Collaboration | February 2025 – August 2025
- Development and optimization of J-PET detector simulation in Geant4
- Implementation of code improvements and performance testing (multithreading vs multitasking)
PhD Student – Dose‑3D Project
Maria Skłodowska-Curie National Research Institute of Oncology, Kraków | October 2021 – December 2023
- Main project within doctoral studies – foundation of doctoral dissertation
- Design and implementation of Monte Carlo simulator based on Geant4 engine
- Preparation of simulations reflecting testbeam experiments
- Technical support in testbeams and optimization of scintillator-fiber-PMT interface
- Physics advisory in testbeam experiment design
- Automation of simulations based on data from treatment planning systems (TPS)
- Theoretical development of GDML standard handling method in TPS systems
Research Team Member – Student (Dose-3D Project)
AGH University – Faculty of Physics and Applied Computer Science, Kraków | June 2020 – June 2021
- Creation of simulation geometry elements in Geant4 environment
- Development of subsystem for loading geometry configuration based on DICOM-RT
- Development of library for data management, preprocessing, and analysis
- Creation of functional Multi-Leaf Collimator (MLC) model based on CSG geometry
- Creation of tool library for data visualization (Gamma Index, Difference Histogram)
Student Intern
Bronowice Cyclotron Centre (CCB – IFJ PAN), Kraków | July 2019
- Participation in radiotherapy conducting and planning training
- Practical training in treatment plan creation using ECLIPSE system
- Participation in daily/weekly gantry quality tests
Instructor and Shift Supervisor
Burger King, Kraków | July 2018 – August 2020
- Training and onboarding new employees
- Supervising workstations and kitchen operations in manager's absence
- Quality control and procedure compliance monitoring
- Coordinating team work during customer service
- Developed skills: communication, stress management, work organization, leadership
Skills
- Programming Languages: C++ (Geant4, ROOT), Python (NumPy, pandas, matplotlib, loguru)
- Scientific Tools: Geant4 (4+ years), ROOT, HDF5, DICOM, Fusion 360 (CAD)
- Development Environment: Linux (6+ years), Git (4+ years), CMake, Conda, Docker
- Work Methodologies: Agile (Jira, Confluence – 3+ years)
- Specializations: Monte Carlo simulations, ionizing radiation physics, data analysis, code optimization
- Documentation and Teaching: LaTeX, technical documentation, conducting classes and lectures
Research Funding
My research has been supported by the following programs and grants:
- IMPRESS-U (NAWA) – BPN/NSF/2023/1/00007 – International Academic Partnerships Programme (2024–2025)
- TEAM-NET Dose-3D Project (FNP) – POIR.04.04.00-00-15E5/18 – co-financed by the European Union under the European Regional Development Fund (2021–2023)