Dr. Anastasia Karavdina

• Data Science Lead in ML based solution roll-out for one of the largest multinational brewing company. • Executed exploratory data analysis and provided quantitative evidence of the project’s results during onboarding • Translated forecast issues into actionable insights for development team • Retained a department store chain as BY customer by showing that optimization and granular modeling in markdown pricing generate more revenu

As part of the international collaboration, I did the analysis of data from the Compact Muon Solenoid Experiment (CMS) @LHC (CERN). Including: - Development of high-rate event selection algorithms for search of rare physics processes in large scale datasets - Application of various Machine Learning methods from supervised learning (BDT, Neural Networks, Bayesian Neural Networks) as well as unsupervised learning (Autoencoders) - Exploration and statistical modelling of data

Particle Physics