2024–2025
Wearable camera device prototype for passive nutrition estimation using vision LLMs. 1.1M+ video views, 450+ waitlist signups, ~$1.7k in pre-orders.
Vibe Necklace was a wearable camera device prototype for passive nutrition estimation using vision LLMs.
It generated 1.1M+ video views, 450+ waitlist signups, and ~$1.7k in pre-orders before I refunded backers and rethought the hardware architecture. The learnings inform my current work on ambient AI interfaces, wearable sensing, and AI health coaching.