A deep reinforcement learning system for optimizing bridge maintenance decisions across municipal infrastructure fleets, implementing cross-subsidy budget sharing and cooperative multi-agent learning.

Open-source unified MMM interface

Маркетинговая аналитика: оптимизация рекламного бюджета по каналам Flow и Stock

Media planning optimizer using CVXPY, modeling real-world advertising constraints and maximizing audience reach under budget.

Flask-based machine learning app that estimates regional IFC funding using a blended regression model to generate quarterly predictions and manage regional constraints.

"Causal Machine Learning for Cost-Effective Allocation of Electricity Aid" thesis for my Masters in Management and Digital Technologies at Ludwig-Maximillian Univeristy, Munich.

Media planning optimizer using CVXPY, modeling real-world advertising constraints and maximizing audience reach under budget.