Filip Morawiec

Experience

Summer Researcher in AI Safety | University of Birmingham

Jul 2026 - Present | Birmingham, England, United Kingdom

  • Selected for a scholarship-funded summer research programme in AI Safety at the University of Birmingham.
  • Working on supermartingale certificates at the intersection of AI, stochastic differential equations, and certification techniques, under the supervision of Greg Nesteurev and Mirco Giacobbe.

Junior Data Scientist | Smarter Diagnostics

Aug 2024 - Present | Warsaw, Poland

  • Working on ML models for knee MRI data. Researching diffusion models for MRI domain shifts on the ICM computer cluster. Building data pipelines and applying data science methods across different projects.
  • 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.

Education

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.

Other

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.

Posts

Itô–Tanaka Certificates Neural supermartingale certificates beyond twice-differentiable functions. 2026-07-31
Ideal reach–avoid certificate and stopped trajectories
Orthogonal skip connections Residual connections relax the loss landscape. Can we push further? 2026-02-10
Orthogonal skip connections vs identity skip connections
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