Mariia Bulycheva is a Senior Machine Learning Engineer at Intapp, where she focuses on building large-scale knowledge graphs and developing intelligent systems powered by NLP - from classical approaches to cutting-edge large language models. Her work spans graph-based machine learning, building MCP servers and AI agents, bridging research with impactful real-world applications.

Before joining Intapp, Mariia was a Senior Applied Scientist at Zalando, where she designed and implemented a novel graph neural network architecture for content recommendation, introducing this methodology for the first time at the company. Her experience ranges from ranking multimodal content and optimizing long-term user engagement to building scalable AI systems for pricing and demand forecasting.