- Undergraduate student in Finance & Digital Technologies at University of Economics in Katowice (Expected 2028).
- Undergraduate student in Theoretical Mathematics at University of Silesia in Katowice (Expected 2029).
- Competitive Programming: Solving daily problems on CodeForces (Current rating 1400, targeting 2000) and automating LeetCode solutions to GitHub.
- IQC 2026: 1st place in Poland and Top 0.5% globally in Stage 1 and Stage 2 (Alpha Building).
- IMC Prosperity 4: Ranked 646th globally out of over 18,800 teams (Top 1 manual trader in Round 1).
- Breakdown of Market Dependence Structures Under Polycrisis Conditions: Analysis of Dynamic Correlations and Regime Instability ISBN: 978-83-973400-6-0 p.36
- Comparative Analysis of Bi-LSTM Neural Networks and Econometric Models in Volatility Estimation ISBN: 978-83-67620-66-6 p.43
- Hybridization of the Black-Scholes Model and Monte Carlo Simulation in the Variance Reduction Process of Option Pricing for WIG20 Index Instruments ISBN:978-83-69008-07-3 p.390



