ShipTalk - SRE, DevOps, Platform Engineering, Software Delivery · By Harness
Shipping Practical AI: How to Build Real-World ML for 2D Drawings (with Marina Petzel)
·45 min·4 clips
Marina Petzl explains why 70% of an ML engineer's time is spent on data cleaning, not building advanced models.
As heard by us
Practical AI here means better data, safety checks, and discipline around shipping.
Ship Talk treats practical AI as something teams have to deliver, not just discuss. Marina Petzl, Senior ML Engineer and AI Productivity Lead at Autodesk, keeps the focus on customer-facing ML, data curation, safety checks, and the plain fact that stronger inputs often matter…
Why you'd press play
If you want the reality check behind shipping AI, start here.
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