Experience

Stern-Gerlach Research Fellowship

Frankfurt Institute for Advanced Studies

June 2021 – Present Frankfurt am Main, Germany

Studies of dense nuclear matter in collider experiments and astrophysical objects through computer simulations, data analysis, and mathematical models. Also machine learning and renewable energy: energy storage arbitrage with ML models. Funded by Stiftung Polytechnische Gesellschaft.

University lecturer, Machine Learning course

Goethe University Frankfurt

October 2022 – February 2023 Frankfurt am Main, Germany

One-semester lecture series with exercises for master students at Goethe University. Developed the course structure, prepared the lecture materials, and exercises. Winter semester 2022/23.

Software developer for embedded systems

SAMSON AG

December 2020 – March 2022 Frankfurt am Main, Germany

Development of a software for communication controller based on a strict industrial standard. Full development from scratch: getting familiar with the standard, requirements and documentation, software architecture, coding.

Doctoral Student

Goethe University Frankfurt and Frankfurt Institute for Advanced Studies

July 2017 – July 2021 Frankfurt am Main, Germany

Code-heavy theoretical physics research. Studies of QCD matter in heavy ion collisions and neutron stars through Monte-Carlo simulations, numerical methods, AI, and computational fluid dynamics. Utilized thousands of computing cores for state-of-the-art results. Co-authored dozens of papers published in peer-revived journals. Presented results in numerous international conferences.

Master student

Taras Shevchenko National University of Kyiv, Physics Department

September 2015 – June 2017 Kyiv, Ukraine

Specialization: Quantum Field Theory. Studies of statistical and dynamical properties of hadronic matter using Monte Carlo simlations and statistical methods.

Exchange student

Univesity of Oslo, Physics Departament

January 2017 – June 2017 Oslo, Norway

Scholarship for one-semester stay in University of Oslo. Funded by Norwegian Centre for International Cooperation in Higher Education. Studies on shear viscosity in nuclear matter.

Summer internship

DESY

June 2016 – September 2016 Hamburg, Germany

DESY theory department. Development of high-performance code for Monte Carlo simulations of t-quark production in high-energy particle physics experiments.

Bachelor student

Taras Shevchenko National University of Kyiv, Physics Department

September 2011 – June 2015 Kyiv, Ukraine

Specialization: Quantum Field Theory.