I am studying towards my PhD in Computer Science under the supervision of Prof. Blaz Zupan.
I am interested in mathematical modelling, machine learning, data mining and probabilistic numerics. Specifically, my research focuses on modelling large-scale and heterogeneous data sources and their fusion to infer joint prediction models by developing novel approaches that are inspired by matrix analysis, factorized models, numerical methods and optimization. Problems I investigate are motivated by current research in bioinformatics and systems biology.
- Data Fusion in Systems Biology of a Social Amoeba Dictyostelium, Bilateral Collaboration Project, BI-US/15-16-013, 2015−2016
- Computational approaches for identification of bacterial resistance pathways in Dictyostelium, Bilateral Collaboration Project, BI-US/13-14-016, 2013−2014