During his studies at MIPT Alexey joined a Skolkovo resident company DATADVANCE and took part in the development of MACROS library dedicated to data analysis for engineers. He developed a pioneering industry-level tool for data fusion that solves a regression problem for the case of data with more than one fidelity. Alexey also completed several projects connected with the application of data analysis for such companies as AREVA, TOTAL, and Airbus.
In 2018 he was awarded Moscow government award for young scientists “Development of predictive analytics methods for processing industrial, biomedical and economic data” joint with E. Burnaev and M. Panov.
Now Alexey focuses his research on the development of new methods for Bayesian optimization and embeddings for weakly structured data. He also actively participates in industrial projects and teaching routines including joint projects with Sberbank and Gazprom Neft.
Development of advanced algorithms for Bayesian optimization and embeddings for weakly structured data. Industrial projects with Sberbank. Further education for industrial partners of Skoltech.
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