About Me

I am a second-year Ph.D. student at the Department of Statistics, University of Michigan and am chiefly interested in generative models.

Previously, I did research at UC Berkeley, where I was part of Project CETI, working on furthering our understanding of sperm whale communication using modern machine learning.

I also hold a degree in Mathematical Physics from the University of Ljubljana, Slovenia, and have worked in both the technology and financial industries in the time between my Physics and Statistics degrees.

Interests
  • Generative AI
  • AI for science
  • Interpretable Machine Learning
Education
  • M.A. Statistics, 2022

    University of California, Berkeley

  • M.Sc. (equivalent) Mathematical Physics, 2016

    University of Ljubljana, Slovenia

Recent Publications

(2023). Vowels and Diphthongs in Sperm Whales. On OSF Preprints.

PDF Cite OSF page

(2022). A Bayesian approach to translators' reliability assessment. On arXiv.

PDF Cite arXiv page

Projects

Diploma Thesis in Mathematical Physics
Time-dependent current through a quantum dot in the presence of a voltage probe (in Slovene)
Diploma Thesis in Mathematical Physics
ganIsing
Solving the 2D Ising model using GANs
ganIsing
230A final
Replication of Michalopoulos: The Origins of Ethnolinguistic Diversity
230A final

Recent Posts