01
Business process automation & CRM
Customers repeatedly provide the same information, while staff manually decide which documents to request next.
Start with the problem you need to solve
Business automation, commerce integrations, backend systems and AI agent infrastructure. Choose a task to see how I approach it and the work behind that approach.
02
E-commerce & marketplace integrations
Product, SKU, variant and listing identifiers differ between suppliers, stores and marketplaces.
03
Backend architecture & data pipelines
Slow queries and repeated calculations make pages or APIs slow as the catalog grows.
04
MCP & AI agent infrastructure
Too many tool schemas consume the context window before the agent starts useful work.