Explored multimodal human-AI interactions for assistive robotics in collaboration with Caltech researchers. The project investigated how intelligent systems can understand human context and deliver adaptive support through natural, human-centered interactions. Due to ongoing intellectual property and research considerations, only selected visual concepts and prototypes are presented.