Research and implement state-of-the-art algorithms for large-scale 3D reconstruction, neural scene representations, Gaussian splatting, SfM/SLAM and spatial foundation models; run large-scale experiments, publish at top venues, and transition research into production under real hardware and customer constraints.

Develop AI systems integrating 3D computer vision and language understanding for context-aware navigation and complex interaction in physical environments.