I developed a scalable, automated data collection system using AWS, which improved data quality, reduced error, and increased collection speed by over 250 percent, laying a strong foundation for reliable, high-volume analytics. I also built predictive models of visual cognition based on behavioral data from a mobile game with over 15 million users, demonstrating my ability to translate large, complex datasets into clear, actionable insights that support decision-making and cognitive processes.