Junior Data Scientist | Smarter Diagnostics

Aug 2024 - Present | Warsaw, Poland

• Researching diffusion models for MRI domain shifts on the ICM computer cluster. Building data pipelines for datasets collected from our hardware.
• Creating statistical group reports using robust covariance estimation and Bayesian error modeling for missing data.
• Developed inverse-kinematics tools for multi-camera setups. Researching calibration and bundle-adjustment methods with custom constraints.

Machine Learning Intern | CheckCells

Summer 2023 | Los Angeles, US

• Co-authored a patent.
• Trained and integrated an open-source object detection model for sperm cell analysis.
• Improved training efficiency by 10x through custom data augmentation.

TU Delft | BSc Computer Science and Engineering

Sep 2025 - Present | Delft, Netherlands

• Epoch AI Kaggle contest. Won 1st place nationwide with our team Stochastic Gulls Descent. Build models for time series classification of bird trajectories and designed a deployment report to be used at real wind farms. Beat 80 teams across Netherlands. Contest webpage: teamepoch.ai/ai-cup-2026
• Completed a course on Scalable AI on the Delft Blue computer cluster.

University of Warsaw | BSc Mathematics

Oct 2024 - Jun 2025 | Warsaw, Poland

• Contributed to a computer-vision-in-autonomous-driving book by synthesizing 50+ papers on object tracking.
• Took extended Analysis and Linear Algebra track (5/200 pass rate).
• Transfered to TU Delft for more opportunities.

Algorytmion competitive programming contests

2023, 2024 | Gliwice, Poland

• Got a finalist title, top 10 in the country.

Hackathon Hack4Change

2024 | Gdańsk, Poland

• Won 2 main awards for an app that finds the shortest path with least solar exposure using live sun and building geometry data.