I supervise master thesis projects connected to Statistics/Machine Learning also with applications, especially in the life science direction. Many of them are done in collaboration with other academic institutions. If you would be interested in writing a thesis in the direction of phylogenetic models, phylogenetic comparative methods, analyses of SARS-CoV-2 related data, statistical analyses of ornithological or microbiome data please get in touch.


Examples of master theses I have supervised in previous years:
  1. Speed vs. Precision: A Comparative Study of Three Object Detection Models on Edge Devices (2025), in collaboration with dr inż. Arkadiusz Warzyński
  2. Balancing Data for Anomaly-based Intrusion Detection Systems (IDS) (2025)
  3. Czekanowski's Clustering: Development of Visualization Possibilities of the RMaCzek Package (2022),
    this thesis has resulted in two publications Bartoszek and Luo (2023, 2024)
  4. A Robust Estimation of the Relationship between Size and Trophic Level in Ray-Finned Fish (2022)
  5. Generative Modelling and Probabilistic Inference of Growth Patterns of Individual Microbes (2022)
  6. Automatic classification of cardiovascular age of healthy people by dynamical patterns of the heart rhythm (2022)
  7. HMM modelling for the spread of the SARS-CoV-2 (2021)
  8. Comparing Resource Abundance And Intake At The Reda And Wisla River Estuaries (2021)
  9. Classification of microbiome data with structural zeroes and small samples (2021)
  10. Human Age Prediction Based on Real and Simulated RR Intervals using Temporal Convolutional Neural Networks and Gaussian Processes (2020)
  11. Automatic Prediction of Human Age based on Heart Rate Variability Analysis using Feature-Based Methods (2020)
  12. Birds' Flight Range.: Sensitivity Analysis (2020)
  13. Analyzing the effect of competition in the hospitality industry (2020)
  14. Effects of Missing Values on Neural Network Survival Time Prediction (2018)
  15. Applying Machine Learning to LTE/5G Performance Trend Analysis (2017)
  16. Analysis of forklift data-A process for decimating data and analyzing fork positioning functions (2017)

Undergraduate theses

I have also supervised some udergraduate theses. Example of such
  1. Analys av nutidens tågindelning: Ett uppdrag framtaget av Trafikverket (2018)