I am a physics/CS student at the University of Warsaw. My scientific career has been largely focused on developing software for a variety of scientific tasks, primarily in Bayesian modeling and High-Performance Computing (HPC).

In high school, I competed in several scientific Olympiads, where I had the honor of representing my country at the International Olympiad on Astronomy and Astrophysics. Today, I remain committed to this beautiful Olympic tradition and serve as a judge in various competitions.

Experience

• Developing hybrid deep learning models for diagnostic of EUV machines.
• Integrating differentiable physical simulations with deep learning models to obtain data-driven corrections to the model.
• Languages & Technologies: Python, Torch

• Working on the proprietary C++ engine used to price Lombard loans.
• Benchmarking performance of the engine, identifiying computational bottlenecks.
• Code optimization leading to 3 $\times$ speedup and 2 $\times$ memory saving.
• Languages & Technologies: C++, IntelTBB, R, SQL.

• Porting parts of Lorene astrophysical library to modern C/C++ standard, enabling exception throwing and more.
• Integrating MPI job launching into the high-level wrapper around the library to speed-up calculations for shared memory runs.
• Porting old matlab code into C/C++ OpenMP parallelized version, speeding up calculations for equation of state by one order of magnitude.
• Languages & Technologies: C++, OpenMP, MPI

Education

University of Warsaw, Collage of Interdisciplinary Studies

• Specialization: Numerical methods, Computational Fluid Dynamics, High Performance Computing

• Specialization: Machine Learning, Bayesian Modeling, mathematical modelling in natural sciences

Awards

• Global e-Competition on Astronomy and Astrophysics (IOAA during pandemic) - Silver medal
• 13th International Olympiad on Astronomy and Astrophysics (IOAA) - Bronze medal
• 70th Polish Math Olympiad - finalist
• 69th Polish Physics Olympiad - 10th place
• 67th Polish Physics Olympiad - finalist
• 62th & 61th Polish Astronomical Olympiad - first-prize winner
• 60th Polish Astronomical Olympiad - finalist
• University Physics Competition - part of gold-medal winning team representing Faculty of Physics.
• Prize for scientific research granted by the Minister of Education 2025.

Skills

• Programing languages: Python (Advanced), C/C++ (Advanced), Julia (Advanced), Rust (beginner)
• ML libraries: Jax, Torch, Pyro, PyMC
• Paralell Programming: MPI, OpenMP, IntelTBB, CUDA, RDMA

Outreach

• judge at International Olympiad on Astronomy and Astrophysics (IOAA) 2023
• judge at Math Naboj competition 2023/2024/2025