Ekaterina is a senior data scientist at NVIDIA. She specializes in leveraging AI techniques, such as multimodal generative AI and large language models, to tackle computer vision and natural language understanding challenges. She is skilled in end-to-end AI productization, encompassing the entire process from development to optimized deployment, whether it be in the cloud or at the edge. Previously, Ekaterina was a research engineer applying deep learning to medical image analysis. She has also authored several peer-reviewed journal and conference publications on various applications of image-based 3D reconstruction, localization and tracking. Ekaterina received her Ph.D. in Computer Science and M.Sc in Media Informatics, she also holds a Diploma in Business Informatics.