Hello, I'm Sophia C.

I am a passionate Data Science Leader and Product Growth Enthusiast with over 10 years of professional experience in financial services​,​ consulting​,​ and technology in the US. Concurrently​,​ I am an entrepreneur​,​ owning and running a retail chain brand​,​ Southern Frontier​,​ which specializes in high-quality ancient tree Pu’er tea and beverages in China. My most recent five years were focused on growth analytics for B2B SaaS products at Google and Intuit. In these roles​,​ I collaborated closely with cross-functional teams​,​ leveraging deep-dive analysis and rapid experimentation to influence and drive product growth. In 2025​,​ I took a career break to concentrate on studying Generative AI and writing articles on its applications in Data Science. During this time​,​ I also founded Southern Frontier​,​ successfully opening the first store in Hangzhou​,​ China​,​ within seven months. I am eager to share my dual experience: driving tech product growth through actionable data insights and my entrepreneurial journey in building a new retail brand from scratch.