Dr. Vasily Romanov

• Contributed to retail and supply-chain optimization initiatives in Data Science teams across several departments • Co-developed optimization solutions using linear programming, Bayesian optimization (Optuna), ML-based search, and decomposition algorithms, with strong business value and savings potential demonstrated at global scale • Built data workflows for aggregation and preprocessing • Developed a GenAI recommendation system for related documentation pages based on semantic similarity

• Built data aggregation and preprocessing pipelines for different types of data • Applied matching, balancing, and statistical analysis techniques • Developed efficient ML solutions in R for spectral and clinical data • Delivered a cloud-deployed Shiny app prototype (https://spectra-app.shinyapps.io/shiny_app__our_uv_device/)

• Consulted and mentored on data analysis and biostatistics • Performed bioinformatic analysis of gene datasets using Galaxy and R • Created a Perl module/library for a generic multiple sequence alignment algorithm based on Needleman-Wunsch scores

• Conducted scientific projects and advanced statistical analysis

• Conducted scientific projects and advanced statistical analysis

Faculty of Physics and Mechanics, Department of Biophysics

Faculty of Physics and Mechanics, Department of Biophysics