factory-operations

Lightweight QR material level tracking for shopfloors, factories, warehouses—materials, putaway/transfer/dispatch, thermal labels, and role-based mobile flows (Django).

Flagship case study for industrial AI, operator troubleshooting, and manufacturing risk-ranking workflows.

Open-source-ready factory owner skill suite for Codex

FLAIR is a data science initiative to analyse a Manufacturing’s production operations. It integrates production logs, shipment data, downtime events, and yield metrics to uncover inefficiencies, quantify operational waste, and enhance SKU-level demand forecasting accuracy.

INDOS (Garment IO) is an AI-powered manufacturing operations platform built for labor-intensive garment and apparel production facilities. Its cloud-based system unifies Manufacturing Execution (MES), Quality Management (QMS), Maintenance Management (MMS), and Warehouse Management (WMS) into a single real-time view of the factory floor.