Scale By The Bay 2018: Aaron Davidson Interview

Recording: Scale By The Bay 2018: Aaron Davidson Interview

I'm Aaron Davidson I work for data books and I live in Brooklyn we're building an all flow which is an open source machine learning pipeline tool and the coolest thing about it is well first of all that it's open source and second of all that people are actually using it and that's actually pretty cool and making any good value out of it we're starting to get bug reports which is awesome for me probably data pipelines because it really like speaks to what uh my team and the community of ml flow is trying to build and support so mo flow is a framework for building best practice actually like enforcing best practices around building production machine learning or clothes so actually my talk and the presentation I'm giving is all about that I'm hoping to learn kind of from the industry how other people also been to a productionize machine learning pipelines so we can make sure that ml flow like can really satisfy the needs at all the companies so AppData bricks we use Scala for basically everything and so it's been really cool to to be able to ramp up and be efficient quickly with the as everyone joins although I know that database has use of scholars a little bit different from everyone else's there's a little bit more Java like but overall it's been a blast my favorite thing is just the the energy and attitude of everyone around here you've been talking towards a unified purpose you