These case studies document real automation problems I’ve worked through — from repetitive operational bottlenecks to scalable system design.
Each case focuses on the problem, the approach, and the result — not just the tools used.
An automation system that classifies and tags Shopify products using NLP-driven logic, eliminating manual tagging while preserving operator control and long-term scalability.
Operator Identity
Target Entity
Technical Context