In her current role, she technically leads and manages research projects related to generative models and bio-inspired learning. The final goal is to develop statistical machine learning frameworks that ensure trust and enable acceleration in scientific and enterprise applications and in different modalities including text and graph. Often those models are augmented with domain knowledge or rules, as well as with brain-based mechanism.