- Conducting applied research focused on pre-training and fine-tuning Language Model Models (LLMs) for machine translation- Improving the overall quality of the nn-based translation engine used across a variety of company services such as Yandex.Translate, Yandex.Search and Yandex.Cloud. The work on translation engine enhancement includes various aspects common for machine learning systems: data gathering and filtering, model evaluation approaches (algorithmic metrics, NN-based metrics, human evaluation), and deep learning methods (multilingual MT, unsupervised MT, domain adaptation and other up-to-date approaches)

Teaching Python introductory course for bachelor and master students at mathematics faculty of HSE university. Preparation of course materials and coordination of teaching assistants.