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Hi,

I'm

Oleg.

I craft AI and data science solutions that work like a charm... most of the time. When I'm not trying to make machines smarter, I might be busy with some full-stack development.

Let's connect!

oleg-tolochko

OlegTolochko

Projects.

Uncertainty Quantification in Neural Mass Conserving Data Assimilation

End-to-end data assimilation pipeline built around the MSW model, assimilation with EnKF and QPEns, CNN-based corrections, and CP/CQR uncertainty quantification.

Uncertainty Quantification in Neural Mass Conserving Data Assimilation_image

BrawlAI

An AI based solution for optimizing ranked drafting sequences in the mobile game Brawl Stars by Supercell.

Trajectory Embedding Learning for Subspace Clustering

A deep learning research project investigating motion segmentation, reproducible evaluation, and a Transformer-based extension for stronger clustering quality.