Not watching news and running demos — actually putting AI into business workflows. Researching model deployment, GEO and AI search visibility, multi-model cost control, document and image understanding, AI-assisted development. Judgment still matters more than tooling.
My main focus right now. Researching cross-border product selection, industrialized short-video production, and the conversion loop between storefronts and social channels — turning the repetitive parts into tools.
Scripted deployment, certificate renewal, log cleanup and health checks across multiple servers, cutting down manual mistakes.
An AI automation service for small and medium merchants: a conversational front end plus a lightweight knowledge base that answers repetitive questions and handles daily inquiries.
