I'm a mathematician turned data engineer who believes understanding is where the magic lives. Here I write about data visualization, analytics engineering, mathematical thinking, and the messy beauty of learning. From dbt models and Databricks to olympiad problems and productive confusion, this is where I connect the dots between math, data, and the people who work with both.