Serhii Hamotskyi

Natural language processing, especially Named entity recognition. Implemented custom Tensorflow layers, metrics, losses; Implemented, trained and evaluated Language Models based on BERT, investigated improvements on downstream tasks. Ran experiments on existing models, implementing various features and changes, improved stability and reproducibility.

Adapting and writing anomaly detection & load forecasting frameworks; data augmentation, adaptation, cleanup and visualization.