My last job I spent 80+% of my time productionizing models and notebooks. It was an absolute nightmare. Everyone had slightly different preprocessing hacks for

My last job I spent 80+% of my time productionizing models and notebooks. It was an absolute nightmare. Everyone had slightly different preprocessing hacks for different stages and things were always working fine locally, but I couldn't replicate the results in docker containers. I am very happy to be out of that business.