Professional Summary
I work with professor Rostislav A. Serota researching Complex systems utilizing stochastic processes and methods, mainly Monte Carlo simulations. My research focuses on modeling statistical distributions and asymmetries in financial markets.
Research and Practice Interests
Statistical modeling and data-driven analysis of complex, non-Gaussian, and asymmetric systems, with particular interests in probability distributions, stochastic processes, multifractal analysis, and computational methods for identifying structure and asymmetry in empirical data. My research experience spans financial time series, house prices, and cognitive science, with an emphasis on distributional modeling, statistical inference, and quantitative characterization of complex dynamics. I am also interested in applying machine learning and computational modeling to extract patterns from complex datasets and develop data-driven approaches to scientific and real-world problems.