story
How I Replaced For Loops with Vectorized Pandas
A hands-on account of replacing loop-based data processing with vectorized pandas operations across two financial calculation engines, and what that architectural shift actually looks like in code.
pythonpandasnumpyvectorizationdata-processingperformance

