Submitted by Impressive_Ad4945 t3_xuciyb in MachineLearning
carlthome t1_iquzf0i wrote
Do you work at a MLOps startup?
Impressive_Ad4945 OP t1_iqv19jb wrote
Yes
Tgs91 t1_iryz3ac wrote
I'll give you a real answer:
Most startup companies over hype their products and just flat out aren't very valuable to my workflow. Usually the problems they "solve" are the easiest parts of my job that I can do in 10 minutes with an open source python package. Or they build some software around a solution that is 2-3 years out of date and only applies to cookie cutter problems. And when questioned about problems that aren't their basic simplistic use cases, they often aren't even aware of the flaws in their methods. I don't trust the tools until after I read their backend code to double check their claims, and at that point I might as well have implemented it myself.
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