# PermanentUnderclass

- **Event:** [Zero to Agent: Vercel x Deepmind Hackathon SF](https://cerebralvalley.ai/e/zero-to-agent-sf)
- **When:** Sat, Mar 21 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Elijah Arbee](https://cerebralvalley.ai/u/ebowwa)
- **GitHub:** https://github.com/ebowwa/smart-glass-supervisor
- **Demo video:** https://youtu.be/XMcGRsgO-KU
- **Gallery:** https://cerebralvalley.ai/e/zero-to-agent-sf/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/zero-to-agent-sf/hackathon/gallery/70

Smart Glass Supervisor is an AI-powered
  supervision platform, designed for Android
  smart glasses, that uses Gemini 3.1 Flash's
  multimodal capabilities to provide real-time
  guidance for smart glass users and field
  employees. The application solves the
  challenge of onboarding, training, and quality
   control for distributed workforces by:

  1. Real-time Video Processing - Captures live
  camera feeds from smart glasses and processes
  them through Gemini's multimodal inference
  2. Intelligent Guidance System - Delivers
  teleprompter-style overlays and voice coaching
   for step-by-step procedures
  3. Training Augmentation - AI-powered
  procedure coaching that adapts to user context
  4. QC Verification - Automated quality control
   checkpoints with AI-powered scoring and photo
   evidence capture

  Built with a Cloud Run + Vercel architecture:
  Cloud Run handles backend API and Gemini CV
  processing, while Vercel serves the Next.js
  frontend. Uses Google Gemini 3.1 Flash,
  targeting the "AI-native Consumer Experiences"
   and "Consumer Agents" tracks.

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Markdown version of https://cerebralvalley.ai/e/zero-to-agent-sf/hackathon/gallery/70. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt