Golden Paths for Production ML
Making the common ML workflows boring: paved roads that turn heroics into routine releases.
San Francisco
Jul 21, 2025 · 9:00 AM
All speakers
Speaker
Anita Desai
VP of Engineering · Lumen Analytics
Platform EngineeringMLOps
Anita leads engineering at Lumen Analytics, where she has scaled ML platform teams and the golden paths that make production ML routine instead of heroic.
Talks
Scaling the ML Platform Team
Org design, interfaces, and the platform-as-product mindset behind ML infrastructure that scales.
New York
Jul 17, 2023 · 4:30 PM