Hello, I'm Sophia Chen.

Drive business impact by building AI-native data science capabilities.

Publish deep-dives and frameworks at the intersection of Data Science, Generative AI, and Product Growth, bridging academic research and industry impact for the global data science community. Read my articles at medium.com/@sophiashunqinchen

Southern Frontier specializes in high-quality ancient tree Pu'er tea and beverages, bridging artisanal Pu'er tea culture and a modern lifestyle. Currently available in China's market.

Defined success metrics framework and led cross-functional business metrics reviews for Google Maps Platform. Built foundational data infrastructure, core ML forecasting capabilities, and self-service analytics tools.

Spearheaded experimentation culture (A/B testing) and 0-1 product data science capabilities. Drove key insights for growth in QuickBooks Money products.

Managed client relationships and delivered high-stakes credit risk modeling solutions and leading ML interpretability techniques for enterprise customers.

Developed and validated complex transition models and ML models for mortgage-backed securities portfolio management.