Interesting, I was wondering if you considered building on top of https://github.com/apache/arrow-datafusion-python

I really do think a distributed db with compute/storage separation and optimized for feature engineering/dataloading (for training NNs) is underserved.

I'd be very interested in the time series aspects of what you're building.