Optuna
infra
Optuna tries many combinations of model settings and keeps the ones that score best, so an engineer does not guess them by hand. It saves time, though on small data it can start fitting noise.
For engineers: an open-source hyperparameter optimization framework; used over CatBoost depth, learning rate and regularization.