Experience

  1. PhD Researcher in Probability

    Aarhus University
    • Developed and analyzed stochastic models for complex, high-dimensional systems, with applications to interacting stochastic systems.
    • Designed and implemented high-performance Monte Carlo algorithms in Python and C++ for validation of large-scale stochastic network models.
    • Taught advanced probability, data analysis, and differential equations to mathematics and data-science students.

  2. Machine Learning Researcher in Automated Driving

    Bosch Group Hungary
    • Patented a Gaussian regression based stochastic trajectory prediction model improving accuracy by 3× and uncertainty estimation by 10× over baseline.
    • Built Python prototypes for forecasting and uncertainty quantification, and translated them into production environments.
    • Conducted large-scale data analysis and validation experiments to evaluate model performance.

  3. Software Engineer for Mobile Networks

    Ericsson Telecommunications Hungary
    • Analyzed response times of distributed systems to optimize load-balancing strategies.
    • Implemented performance-critical algorithms for Smart Services Routers.

Education

  1. PhD in Mathematics

    Aarhus University
    Thesis: Stochastic Models of Higher-Order Networks
    Dissertation

  2. MBA in Finance

    Budapest University of Technology and Economics
    Thesis: Machine Learning Prediction of What Makes a Meme Viral
    Thesis

  3. MSc in Physics

    Budapest University of Technology and Economics
    Thesis: Bayesian Identification of Bitcoin Users
    Thesis

  4. BSc in Physics

    Budapest University of Technology and Economics
    Thesis: Finite Element Method Plasma Simulation of CMH Lamps
    Thesis
Skills & Hobbies
Modeling
Stochastic Modeling
Probability
Data Analysis
Programming
Python
C++
Git
SQL
Awards
Individual Travel Grant for Presenting a Talk at GPSD 2025
European Mathematical Society ∙ March 2025
500 EUR Random Connection Hypergraphs
Academic Mobility Grant for International Exchange
Aarhus University ∙ October 2024
20 000 DKK Evolving Stochastic Network Models
PhD Fellowship Grant – DDSA-PhD-2022-008
Danish Data Science Academy ∙ November 2022
1 890 000 DKK Stochastic Models of Higher-Order Networks
Excellence Award for Outstanding Thesis and Diploma Work
Hungarian National Bank ∙ September 2020
350 000 HUF Digitalization, Artificial Intelligence, and the Age of Data – What Makes a Meme Viral?
Erasmus+ Scholarship
Technische Universiteit Delft ∙ September 2015
3000 EUR
Languages
100%
English Fluent
40%
German Beginner
100%
Hungarian Native