whoami

Dimitrije Marković

independent researcher · ML/AI consultant · Dresden, DE

cat about.md

Computational researcher and ML consultant. PhD in theoretical physics (Goethe Frankfurt, 2013), more than a decade as a postdoc at TU Dresden (2014–2025), then several years consulting on probabilistic and active-inference-based AI.

Industry work spans financial modelling, remote sensing, precision agriculture, and biomedical signals — data pipelines, probabilistic models, and proof-of-concept demos that have supported client fund-raising.

cat now.md

2026 · starting a company with co-founders; currently consulting for an early-stage startup. Open-source work on probabilistic programming in JAX (pybefit, bmr4pml, sppcax, bllarse).

Open to further engagements if the work is interesting.

ls --sort=year | head -5

• 2024 Bayesian sparsification for deep neural networks with Bayesian model reduction

  Marković D, Friston KJ, Kiebel SJ · IEEE Access 12

• 2024 Gradient-free variational learning with conditional mixture networks

  Heins C, Wu H, Marković D, Tschantz A, Beck J, Buckley CL · arXiv:2408.16429

  arxiv

• 2024 Modelling agency perception in a multi-agent context in depression using active inference

  Pitliya RJ, Marković D, Folesani F, Murri MB, de Obeso SC, Murphy RA · International Workshop on Active Inference (Springer)

• 2022 Revealing human sensitivity to a latent temporal structure of changes

  Marković D, Reiter AMF, Kiebel SJ · Frontiers in Behavioral Neuroscience 16

• 2021 An empirical evaluation of active inference in multi-armed bandits

  Marković D, Stojić H, Schwöbel S, Kiebel SJ · Neural Networks 144

→ full list on Google Scholar

contact

github/dimarkov · scholar · slides · active inference institute (talk)