AI System for Quality Inspection
AI-assisted defect detection system for footwear manufacturing, fusing YOLO computer vision inference with a full-stack Laravel management platform.
The Challenge
Manual shoe defect inspection on factory assembly lines is prone to fatigue and inconsistent quality reporting across shifts.
Engineered Solution & My Role
Built the central web platform with Laravel and MySQL. Developed role-based workflows for Quality Inspectors, Plant Managers, Admins, and Shoe Constructors. Built a token-secured REST API with Laravel Sanctum to ingest real-time YOLO defect annotations (stitch misalignment, adhesive overflow, sole defects).