Multi-Agent Systems at Sberbank (Oct 2025 - Present)

Developing complex end-to-end multi-agent systems and LLM applications for production use cases.

Graph-STREAM: RL-Based Traffic Optimization

Building a graph-based RL pipeline to optimize vehicle traffic. Combine anomaly detection, forecasting, and human feedback modeling in a unified framework for navigation trajectory and traffic light control. GitHub

AI in Finance

Applying NLP and machine learning to analyze how time-series historical features, news headlines, and sentiment affect the price of financial assets. GitHub

I am always looking for motivated collaborators to do exciting research and applied projects together. If interested, please contact me by mail or telegram!