Regular biography
Dr Eka Shinjikashvili is a lecturer in the School of Mathematics & Statistics at The University of New South Wales. Her research interests include probabilistic engineering mechanics and statistical analysis. Dr Shinjikashvili has contributed to various publications, including work on noncrossing probabilities for Poisson processes and the analysis of maximum residuals in an AR(1) model. She has also participated in research related to large language models for sentiment analysis during the COVID-19 pandemic. Her academic profile is available at https://www.unsw.edu.au/staff/eka-shinjikashvili.
Scholar-generated biography
Eka Shinjikashvili is a researcher at UNSW with expertise in stochastic processes and language models. Their work explores the mathematical properties of stochastic systems, including first passage times, noncrossing probabilities, and extremal behaviors of Poisson processes. They also apply large language models to analyze sentiment in news media, such as The Guardian, during significant events like the COVID-19 pandemic. Their research combines theoretical methods with practical applications, focusing on statistical inference and probabilistic modeling. Shinjikashvili's contributions span both foundational theory and real-world data analysis, reflecting a broad interest in stochastic modeling and natural language processing.