Tulika Bhatt, a senior software engineer at Netflix, discusses her experiences with large-scale data processing and the challenges of managing impression data for personalization. She emphasizes the need for a balance between off-the-shelf solutions and custom-built systems while highlighting the complexities of ensuring data quality and observability in high-speed environments. The conversation also touches on the future of data engineering technologies and the impact of generative AI on data management practices.