ML Infrastructure Doesn't Have to Suck
(citystoragesystems.com)
In a perfect world ML infrastructure would work like a well-oiled machine, balancing competing needs for flexibility, usability, maintainability, and cost effectiveness. Time from idea to production would be mere minutes. Let's be honest: many companies, including ours, often fall short. Users face a jigsaw puzzle of systems cobbled together with digital duct tape. "Synergy" isn’t exactly the word that came to mind.
In a perfect world ML infrastructure would work like a well-oiled machine, balancing competing needs for flexibility, usability, maintainability, and cost effectiveness. Time from idea to production would be mere minutes. Let's be honest: many companies, including ours, often fall short. Users face a jigsaw puzzle of systems cobbled together with digital duct tape. "Synergy" isn’t exactly the word that came to mind.