At ByteDance, I lead business data analysis for Global E-Commerce and built evaluation infrastructure for coding agents, separating model behavior from runtime and sandbox failures to make solve-rate metrics more reliable and interpretable.
I’ve also worked on data quality and privacy across Microsoft’s news platform, Amazon’s backend services, and VMware’s telemetry components. My work includes validating large datasets, building SQL and Python checks, and creating review workflows and dashboards for data quality.
