I am a translational researcher and data scientist focused on deriving actionable insights through explainable statistical, causal and AI models. I apply these methods across healthcare and industry to support evidence-based decision making. I thrive in multidisciplinary and multicultural teams, value precision and organisation, and enjoy turning complex data into clear, actionable results through rigorous analysis and transparent communication.

Radoslava Švihrová

I am a translational researcher and data scientist focused on deriving actionable insights through explainable statistical, causal and AI models. I apply these methods across healthcare and industry to support evidence-based decision making. I thrive in multidisciplinary and multicultural teams, value precision and organisation, and enjoy turning complex data into clear, actionable results through rigorous analysis and transparent communication.

Available to hire

I am a translational researcher and data scientist focused on deriving actionable insights through explainable statistical, causal and AI models. I apply these methods across healthcare and industry to support evidence-based decision making.

I thrive in multidisciplinary and multicultural teams, value precision and organisation, and enjoy turning complex data into clear, actionable results through rigorous analysis and transparent communication.

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

English
Fluent
German
Intermediate
Slovak
Fluent
Czech
Fluent
Italian
Beginner

Work Experience

Freelance Researcher and Consultant at Self-employed / Freelance
December 1, 2025 - Present
Independent researcher and data science consultant focusing on adaptive interventions, causal inference and wearable data analysis; responsible for project design, ethics, data management and dissemination across collaborations.
Doctoral researcher at Biomedical Signal Processing group - MeDiTech, SUPSI
September 1, 2021 - September 1, 2025
Design and implementation of RL-based adaptive interventions; collaboration on study design, ethical proposal and patient management; evaluation of engagement in real-world study; dissemination.
Researcher and Data Scientist at Software Competence Center Hagenberg
July 1, 2019 - September 1, 2021
IoT4CPS: anomaly detection in network security using semi-supervised autoencoders; classification and transfer learning with ML/NN; fraud detection for social insurance in Austria.

Education

PhD in Computer Science at University of Bern
September 1, 2021 - November 1, 2025
Visiting student at University of Copenhagen
March 1, 2025 - April 1, 2025
Master of Science in Statistics with focus on Data Science at Johannes Kepler University Linz
September 1, 2017 - May 1, 2020
Bachelor of Science in Mathematics with focus on Economics at Palacký University Olomouc
September 1, 2013 - June 1, 2017

Qualifications

CITI Certification
January 1, 2025 - January 12, 2026

Industry Experience

Healthcare, Life Sciences, Software & Internet, Professional Services, Education