• Automating social media data collection and analysis • Continued work on automatically recognizing the expression of basic human values in social media texts

Researcher at the Laboratory for Comparative Studies of Mass Consciousness• Developed automated methods for identifying value-expressive text posts in social media, establishing a new approach beyond traditional survey methods.• Designed and implemented methodologies for social opinion mining on topics like material well-being, resulting in novel tools for analyzing large-scale social data.• Organized a hybrid data annotation process combining expert reviews, large language models (LLMs), and crowdsourced input, ensuring comprehensive and high-quality labeling of complex social media datasets.

Participated in academic and industry research grants, dedicated to data collection from diverse sources, data processing, analysis, development of original analytical methods, and preparation of comprehensive reports.Key projects from the last 4 years (2018–2022):• Conducted patent-based import substitution analysis in Russia using Additively Regularized Topic Models (ARTM), providing insights for industrial policy recommendations.• Developed a regularization strategy in topic modeling to extract and highlight key features from scientific publications, enhancing thematic clarity in research outputs.• Analyzed public perception and anxiety during the COVID-19 pandemic by tracking the dynamics of reposts of negative news on Facebook, contributing to real-time public sentiment monitoring.• Designed summarization methods to distill critical information from food and nutrition policy documents, improving accessibility of key policy points for stakeholders.• Applied a graph-oriented approach to identify essential terms in Russian government documents related to the Digital Economy, facilitating clarity and focus in policy discourse.

• Promoted vertically-driven solutions by developing user engagement channels, including educational courses and thematic webinars.• Led the creation of a public knowledge portal designed to engage potential customers and ease their transition to product information.• Collaborated with cross-functional teams to increase user engagement and develop innovative solutions.

website creation and support, promotional products development