- Undergraduate student in Finance & Digital Technologies at University of Economics in Katowice (Expected 2028).
- Active member of science club "Analiz Rynku Finansowego".
- Future academic path includes a BSc in Theoretical Mathematics at University of Silesia in Katowice (Expected 2029).
- Education: Starting MIT MicroMasters in Statistics and Data Science in September.
- Competitive Programming: Solving daily problems on CodeForces (Current rating 1400, targeting 2000) and automating LeetCode solutions to GitHub.
- Kaggle: Regularly participating in competitions.
- IQC 2026: 1st place in Poland and Top 0.5% globally in Stage 1 (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 – XIV International Conference, Warsaw University of Technology.
- Comparative Analysis of Bi-LSTM Neural Networks and Econometric Models in Volatility Estimation – NANWE, UE Kraków.
- Hybridization of the Black-Scholes Model and Monte Carlo Simulation in the Variance Reduction Process of Option Pricing for WIG20 Index Instruments – MSKN, Olsztyn.
- Abrupt Breakdown of Market Relations Under the Influence of Asymmetric Risk: The Case of PKO BP and Bank Millennium – 8th OSKN, Krosno.
- Verification of unobservable data (Level 3) under market shock conditions vs. financial stability – XIII National Scientific Conference, Wrocław.
- Analysis of the Decline of the WIBOR 3M Rate Below the Reference Rate – Piotr Rachwał Interdisciplinary Conference.
- Upcoming (ArXiv): Empirical Robustness of Quantitative Alphas Across Market Regimes.