Ming-Chi Kuo

I'm Ming-Chi Kuo, analyst at TF International Securities, known over the past decade for Apple product and supply chain forecasts.What I do isn't about having "sources"—it's supply chain research. News and earnings tell you what already happened; supply chain signals move first. This agent was built by taking every post I published and reverse-engineering how I actually think.

This Agent provides analysis context only and is not investment advice.