Project Deep Dive
Amulet
Amulet is an AI caregiving assistant built around wearable audio/video input that learns how caregivers perform patient-specific routines. It provides real-time, context-aware step-by-step guidance, using multimodal prompting and few-shot adaptation to generalize across diverse caregiving scenarios. The project won at Hacklytics 2025.
Thesis
Wearable multimodal caregiving assistant that learns patient-specific routines from egocentric audio/video and guides caregivers in real time.
Key capabilities
- Learns patient-specific caregiving routines from egocentric audio/video.
- Provides real-time step-by-step guidance based on the current context.
- Uses multimodal prompting to interpret audio + video streams accurately.
- Applies few-shot adaptation to generalize across diverse tasks with minimal data.
Stack
Python, JavaScript, Gemini, Meta Ray-Ban smart glasses
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