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Clipping · Exhibit · GenAI PCB Inspection Platform

Pasted from the desk

CircuitMindAI

CircuitMindAI is a GenAI-powered PCB inspection platform that uses Amazon Nova Pro for vision-based fault detection and Nova Sonic for real-time voice-guided troubleshooting, all deployed on AWS with a fully automated CI/CD pipeline.

Halftone photograph: a printed circuit board under a loupe, traces filling the frame.
CircuitMindAI under the loupe — file photo.
11a22a33a3b44a566aFig.1.Fig.2.board under the loupe

Reference

  1. 1.HOPPER — Next.js — the UI
  2. 2.BELT — Express — the API
  3. 3.LOUPE — Bedrock Nova — vision and voice
  4. 4.PIGEONHOLES — OpenSearch — the index
  5. 5.STAMP — GitHub Actions — not this belt
  6. 6.BEDPLATE — ECS Fargate

APPARATUS FOR INSPECTING PRINTED CIRCUITS. Filed Mar. 2026.

11a22a33a3b44a566aFig.1.Fig.2.board under the loupe

Tech

  • AWS Bedrock
  • Amazon OSS
  • Next.js
  • Express
  • GitHub Actions

The line

  1. 01

    Orchestrated a multi-modal GenAI pipeline integrating Amazon Nova Pro for vision-based fault detection and Nova Sonic for low-latency bidirectional voice streaming.

  2. 02

    Architected a decoupled full-stack application using Next.js and Express.js for a high-performance REST API with real-time AI-driven PCB troubleshooting.

  3. 03

    Engineered an automated CI/CD pipeline using GitHub Actions to build and push Docker containers to Amazon ECR and update ECS Fargate services.

  4. 04

    Integrated edge-computing models to provide offline caching, enabling uninterrupted inspection and analysis even during partial network outages.

Measurable impact

Real-time PCB fault detection

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