About

Ilya Bolkhovskiy — PhD student at RSHU (Saint Petersburg), researching remote sensing of sea ice and neural network forecasting for Northern Sea Route navigation safety.

This blog is a collection of working notes on satellite data, forecast validation, and the tools I build along the way.