Fred de Villamil is Senior Director of Data Acquisition, QA, and Platform at NIQ Digital Commerce, where he leads large-scale web data collection initiatives powering digital shelf intelligence. His work focuses on building and operating systems that collect and process more than 10 billion products daily to support data-driven decision-making.