Case Studies
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.
Editorial Content Pipeline Automation
A scalable automation system that ingests news articles, cleans and structures content, prevents duplicates, and prepares AI-ready drafts for editorial review.
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Shopify Product Tagging Automation
An automation system that classifies and tags Shopify products using NLP-driven logic, eliminating manual tagging while preserving operator control and long-term scalability.
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