Arina Golubeva
@arinagolubeva
Biomedical engineer specializing in medical data processing and AI-ready imaging datasets.
What I'm looking for
I am a biomedical engineer experienced in preparing and verifying medical datasets for AI projects, including precise CT segmentation of heart structures, abdominal organs, and coronary arteries. I collaborate cross-functionally with radiologists, cardiologists, developers, QA, and DevOps to support model development while ensuring GDPR-compliant handling of sensitive data.
My background includes research on heart anatomy and tissue recognition, a master’s thesis on sleep quality prediction from wearable devices, and applied experience with preprocessing, metrics evaluation, and documentation for clinical and research workflows. I bring strong analytical attention to detail, international teamwork experience, and practical skills in Python, PyTorch, medical imaging tools, and project documentation.
Experience
Work history, roles, and key accomplishments
Medical Data Processing Engineer
Hemolens
Sep 2022 - Present (3 years 3 months)
Analyze and segment CT scans (heart structures, abdominal organs, coronary arteries) to prepare datasets and metrics for AI models, collaborating with radiologists and cardiologists to ensure clinical validity and GDPR-compliant handling of sensitive data.
Intern, Centre for Visual Computing
CentraleSupélec
Mar 2022 - Aug 2022 (5 months)
Researched computer vision applications in medical imaging, implemented preprocessing and data preparation techniques for ML models, and collaborated with an international team on histopathology and clinical data workflows.
Customer Support Representative
Skyeng
Jul 2020 - Sep 2020 (2 months)
Scheduled trial lessons, presented service offerings, conducted cold-calling, and maintained professional client relationships while delivering high-quality customer support.
Field Client Registrar
SpecATU
Sep 2018 - Present (7 years 3 months)
Registered new clients, verified documents and consents, organized and archived documentation, and represented the organization in field conditions.
Education
Degrees, certifications, and relevant coursework
Wrocław University of Science and Technology
Bachelor of Science, Biomedical Engineering
Activities and societies: Research on heart anatomy and coronary anomalies; collaboration with radiologists and cardiologists; internship and project work in medical image segmentation and dataset preparation.
Completed a Bachelor's degree in Biomedical Engineering with thesis on recognition of tissue structures in medical images using texture features.
Wrocław University of Science and Technology
Master of Science, Artificial Intelligence
Activities and societies: Worked on wearable device data processing for thesis; supported AI model development for medical image processing and prepared technical documentation.
Completed a Master's degree in Artificial Intelligence with thesis on sleep quality prediction based on data from wearable devices.
CentraleSupélec
Computer Vision / Machine Learning
Activities and societies: Researched preprocessing and data preparation techniques, worked with histopathology imaging datasets, and collaborated with an international research team.
Completed an internship researching applications of computer vision and machine learning for medical image processing.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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