I am the lead contributor of a python library called Featuretools[0]. It is intended to perform automated feature engineering on time-varying and multi-table datasets. We see it as bridging a gap between pandas and libraries for machine learning like scikit-learn. It doesn't handle data cleaning necessarily, but it does help get raw datasets ready for machine learning algorithms.

We have actually used it to compete on Kaggle without having to perform manual feature engineering with success.

[0] https://www.featuretools.com