About Me

I graduated in physics from the University of Warsaw, initially focusing on nuclear physics. Over time, my interests shifted towards finance and complex systems, where I explore quantitative methods and market dynamics.

Open-Source Projects

My primary focus is on computer simulations and data science. I am particularly interested in projects that help better understand the world of finance, especially the nature of stock markets and trading.

Financial Time Series Reconstruction

A key challenge in financial modeling is the lack of high-resolution historical data. This project investigates whether missing time series can be reconstructed using fragmented public data and the movements of a correlated stock index.

A proof of concept was developed with data from the Warsaw Stock Exchange, and an open-source application with an API is available on GitHub.

View on GitHub

Agent-Based Market Simulation

Agent-based models leverage computational power to simulate complex market interactions, capturing emergent behaviors that traditional models may overlook.

This simulation features diverse trading agents and provides a flexible environment for studying market dynamics, strategy development, and the impact of algorithmic decision-making.

View on GitHub

Automated Data Collection API

Automated Data Collection API

Designed to streamline data collection and storage with minimal setup. The API can be applied ad-hoc, eliminating the need for direct modifications to existing code.

With simple API requests, users can collect, process, and store data in a database without building custom pipelines. This allows for fast deployment in research and commercial applications, making data accessibility effortless for businesses and machine learning workflows.

View on GitHub

Gas Simulation with GUI

Gas Simulation with Graphical Interface

A physics-based simulation demonstrating thermodynamic principles, particularly molecular energy distribution in a gas system.

The GUI visualizes molecular motion and energy exchange, illustrating how particle interactions lead to equilibrium, aligned with the Maxwell-Boltzmann distribution. A simple yet effective educational tool.

View on GitHub

My Interests

I am passionate about exploring the intersections of finance, physics, and computational science. My interests include:

  • Simulations & Agent-Based Modeling – Particularly in social networks and financial markets, focusing on how individual agent interactions shape macro-level outcomes.
  • Developing Efficient and Practical Applications – I enjoy designing solutions that are not just theoretically sound but also practical and user-friendly, with a strong emphasis on automation and data-driven decision-making.
  • Physics – Nuclear & Particle Physics – During my undergraduate studies, I worked on particle detection, including applications in nuclear security and radiation monitoring.
  • Physics of Vibrations & Waves – I am fascinated by the physics of acoustics, harmony, and musical instruments, exploring how mathematical and physical principles govern sound production and perception.
  • Atmospheric Physics & Climate Change – While I have never actively worked in this field, I follow research on climate change and atmospheric dynamics out of personal interest.
  • Non-Invasive Geological Methods – I am interested in techniques such as LIDAR scanning and muon tomography, which allow for subsurface imaging without physical drilling.
  • Genealogy & Historical Social Networks – I am fascinated by genealogy both as a study of social networks over time and as an exploration of historical documents, literature, and everyday life in past centuries.

Find Me Online

The fastest way to reach me is through LinkedIn. I am open to collaboration on exciting projects across various fields, primarily physics, simulations, and finance.

I am interested in both commercial projects and innovative non-profit or academic initiatives.