This is exactly what I did years ago, and it's much closer to software engineering than building models (which a lot of commenters are conflating with MLE - but

This is exactly what I did years ago, and it's much closer to software engineering than building models (which a lot of commenters are conflating with MLE - but tbf the titles aren't delineated well in practice).