The author shares their experience in optimizing performance by focusing on data, including visualizing data flow, transforming suboptimal data, and specializing algorithms to suit specific data. Key techniques include reducing data access, using streaming non-temporal writes, compressing types, and vectorizing algorithms, which can lead to significant speedups.