Vision-Cart V2: Neural Intelligence Platform Developed

Vision-Cart V2: Neural Intelligence Platform

Developed a high-end Visual Auditing dashboard for retail and industrial quality control. Unlike basic classifiers, this system performs Deep Feature Extraction—calculating metrics like caffeine content (mg), volume (ml), and shelf fill-levels.

Edge-AI Mastery: Optimized to run Ollama (Moondream) locally on restricted hardware (2GB VRAM), ensuring total data privacy.

Industrial UI: Built a 'Nuvion-Black' interface with real-time scanning animations and a horizontal Bento-grid for system vitals.

Business Logic: Integrated a 'Neural Suggestion' engine to turn visual scans into automated inventory and QC decisions.

Tags: #ComputerVision #EdgeAI #React #FastAPI #MachineLearning