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Sebastian Szymczyk

@sebastianszymczyk

Multidisciplinary biomedical engineer and IT specialist focused on medical imaging, data analysis, and software development.

Poland

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What I'm looking for

I seek roles applying medical imaging, data analysis and software engineering in collaborative teams where I can grow technical expertise and contribute to impactful engineering/tech projects.

I am a multidisciplinary engineer with M.Eng. specialization in Biomechanics and a B.Eng. in Information Systems focused on biomedical engineering. I combine formal training in mechanical and signal-processing theory with hands-on applied IT skills across Python, C, C#, Java and MATLAB.

My academic work includes deep learning for medical imaging, notably a master's thesis on hyperparameter optimisation of U-NET for 2D binary medical image segmentation, and prior research in sensitivity analysis of bioinformatics algorithms implemented in MATLAB. I have practical experience with scientific computing, signal processing, and biomedical data acquisition.

I am proficient in software development and tools relevant to medical engineering: Python (deep learning, bioinformatics), MATLAB/Octave/Scilab, LabView, SolidWorks, SQL, and embedded C; I also apply documentation and project-management principles. I am a reliable team participant, pro-active learner and strong communicator in English.

I seek to contribute meaningfully to engineering and tech ventures where I can apply medical imaging, data analysis and software engineering skills while continuing professional development in advanced computational methods.

Experience

Work history, roles, and key accomplishments

Private English Tutor

Self Employed

Jan 2023 - Dec 2024 (1 year 11 months)

Delivered online English instruction to Polish native speakers (ages 10–50) across CEFR A1–C2, improving grammar and communication skills through bilingual support and personalised lesson plans.

English Instruction Lesson planning CEFR Assessment Communication Tutoring Interpersonal Skills

M.Eng. Biomedical Engineering

Cracovian University of Technology

Jan 2023 - Dec 2024 (1 year 11 months)

Completed M.Eng. with specialization in Biomechanics and medical engineering, focusing on deep learning for medical imaging and a thesis on hyperparameter optimisation of U‑Net for 2D binary segmentation.

Python Deep Learning Medical Imaging Matlab Signal Processing Photogrammetry Sensitivity Analysis Scientific Computing

B.Eng. Information Systems

Silesian University of Technology

Jan 2018 - Dec 2022 (4 years 11 months)

Completed B.Eng. in Information Systems with biomedical engineering focus, conducting thesis on sensitivity analysis of the Chou‑Fasman algorithm and gaining experience in biomedical data acquisition and embedded systems.

C++Python Matlab SQL Embedded Systems Keras Solidworks Signal Processing

Education

Degrees, certifications, and relevant coursework

Cracovian University of Technology

Master of Engineering, Biomechanics / Medical Engineering

2023 - 2024

Activities and societies: Applied IT, scientific computing and signal processing in MATLAB, deep learning and medical imaging analysis in Python, photogrammetry, sensitivity analysis, project management, materials science and 3D printing.

Completed M.Eng. with a biomechanics specialisation focused on medical engineering and a thesis on hyperparameter optimisation of U-NET for 2D medical image segmentation.

Cracovian University of Technology

Master of Engineering (incomplete), Infotronics / Electrical Engineering

2022 - 2022

Activities and societies: LabView and MATLAB for embedded systems, STM32 programming in C, KUKA robot programming, Linux system administration.

Brief M.Eng. Infotronics coursework (incomplete) focused on embedded systems, MATLAB modelling, and robot programming.

Silesian University of Technology

Bachelor of Engineering, Information Systems / Biomedical Engineering

2018 - 2022

Activities and societies: Biomedical data acquisition, signal processing in MATLAB, medical imaging analysis, CAD in SOLIDWORKS, embedded systems in C, bioinformatics, machine learning for medical applications.

Completed B.Eng. in Information Systems with a biomedical engineering specialisation; thesis on sensitivity analysis of the Chou-Fasman algorithm implemented in MATLAB.