Description: Description of the movement of client funds in a bank using a system of differential equations. Modeling of behavioral effects.

10. Topic: Financial crimes predictors  
Description: Modeling of red flags indicating the unreliability of a financial company (reporting, media publications, information on government agency websites, advertising) - the result of long-term work could be an integral model, the result of a semester - a prototype of one of the modules of the integral model.

11. Topic: Identifying hidden ESG risks  
Description: A large study on identifying risks associated with inefficient management, negative impact of natural and social factors. We separately highlight three directions: management (for example, the presence of a bonus system that provokes risky behavior), social (poor working conditions and high turnover), natural (fines for pollution, negative impact of climate change on business). You can choose one direction or several. Currently, the task of analyzing cadastral map data is in progress - we are studying the location of objects and their climate risks.

12. Topic: Modelling of Russian RE market: primary and secondary markets, subsidized mortgages, rent - purchase dynamics.  
Description: A cascade of models describing the markets of commercial and residential real estate in Russia and the dynamic connection between them (primary and secondary sales market, rental market). In the extended version, the cascade of models also describes the model of buyer preferences, price drivers, market segmentation, and development prospects of individual locations. Separately within the cascade, the commercial real estate market is considered. There are many models, the task is voluminous, you can choose a model according to your abilities and interests.