Work

I have an engineering degree in technical physics and a master's degree in artificial intelligence.

I currently work as a Junior Avionics Software Engineer at a Polish defence company focused on UAVs.

Before that I completed a two-year data science traineeship at ESA ESAC in Madrid, where I worked on machine learning methods for space data — mainly monocular depth estimation and building datasets for digital elevation model prediction from orbit.

Before ESA I completed an internship at GMV Innovating Solutions in Warsaw on a project aimed at hazardous landing zone identification during lunar landing.

Before focusing on ML, while finishing my engineering degree and during my master's, I worked for 2 years as a C++ developer for an R&D project at the Silesian University of Technology.

Pre-prints

• MCTED: A Machine-Learning-Ready Dataset for Digital Elevation Model Generation From Mars Imagery arxiv.org/2509.08027

Community stuff

I like learning through implementation and explanation:

• 01/2025 | ESA ML Community | Neural Ordinary Differential Equations
• 06/2024 | ESA ML Community | Kolmogorov-Arnold Neural Networks