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Arina Golubeva

@arinagolubeva

Biomedical engineer specializing in medical data processing and AI-ready imaging datasets.

Poland
Message

What I'm looking for

I seek roles in medical imaging or data engineering where I can build AI-ready datasets, collaborate with clinical teams, and advance model development while upholding data quality and compliance.

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

HE
Current

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.

SP

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 logoWT

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 logoWT

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 logoCE

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

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Arina Golubeva - Medical Data Processing Engineer - Hemolens | Himalayas