I'm always open for a good conversation. Need help with AI integration or AI transformation? Want a second set of eyes on an agentic interface, data system, or technical direction? Want to just chat about changes in the ecosystem? Want to talk about Chinese culture or art?

address [email protected]

I usually answer from email first. X and LinkedIn are fine if that is where we already know each other.