curriculum vitae

Personal Information

Name Radoslava Švihrová
  Image of Radka
   

Education

University  
   
Sept. 2021-now PhD student, University of Bern, Switzerland - Cognitive Computational Neuroscience group
   
   
May 2020 Diploma (MSc.) in Statistics with focus of Data Science, Johannes Kepler University, Linz, Austria
   
June 2017 Diploma (Bc.) in Mathematics with focus on economics and banking, Palacký University Olomouc, Czech republic
   
Courses  
   
April 2024 European Causal Inference Meeting Copenhagen, Denmark
February 2024 Causal Thinking in Clinical Trials by Basel Biometrics Society, Basel, Switzerland
June 2023 Prob AI Summer school on probabilistic modeling, Trondheim, Norway
   
High School  
   
June 2013 Matura, Billingual grammar school, Liptovský Mikuláš, Slovakia
   

Work Experience

2021 - now PhD Student, University of Applied Sciences and Arts of Southern Switzerland (SUPSI), Lugano, Switzerland - Institute for Digital Technologies for Personalized Healthcare (MeDiTech) - Biomedical Signal Processing group (BSP)
2019 - 2021 Researcher and Data Scientist, Software Competence Center Hagenberg, Hagenberg, Austria
2017 - 2019 Data Science freelancer
2016 - 2019 Administrative assistant, Transformátory, s.r.o., Liptovský Mikuláš, Slovakia
2012 - 2016 Administrative assistant, Corvinus Travel, s.r.o., Liptovský Mikuláš, Slovakia
 

Seasonal Jobs

2018 sum. allrounder at Hotel Tiefenbach, Switzerland
2017 sum. cleaning at Hjá Marlín, Iceland
2016 win. help in service in Restaurant Margaretenhof, Germany
2016 sum. allrounder at Tölzer Hütte, Austria
2016 sum. fruit picking at farm, Italy
 

Computer Skills

R advanced, active
Python intermediate, active
GitHub intermediate, active
SQL beginner
LaTex advanced
MS Office intermediate
Notion intermediate, learning

Research Interests

Statistical modeling
Causal inference
Probabilistic models
Reinforcement learning
Generative models
Wearables
Complex interventions

Memberships

since 2024 Statisticians in the Pharmaceutical Industry
since 2024 Young Section of the European Sleep Foundation
since 2024 Austro-Swiss Section of International Biometric Society

Talks

March 2024 Personalising adaptive interventions with Machine Learning
  at Applied Machine Learning Days (AMLD) at EPFL, Lausanne
September 2023 Towards better health with wearables (and statistics)
  at 3rd Slovak and Czech Annual Symposium at ETH, Zürich

Language Skills

Slovak mother language
Czech expert
English working profficiency
German basic communication, learning
Polish passive
Italian passive, learning

Publications

R. Švihrová
Machine Learning Techniques for Intrusion Detection in Network Security,
Master Thesis, Johannes Kepler University (2020).

R. Švihrová, Ch. Lettner,
A semi-supervised approach for network intrusion detection
Presented at WISI workshop of ARES conference in 2020.