
Aug 8, 2025Mar 11, 202611 min
Scalable model training and evaluation: rigor before compute
How to standardize model training and evaluation to scale ML with comparable metrics, visible cost, and reproducible results.
MLScalability

How to standardize model training and evaluation to scale ML with comparable metrics, visible cost, and reproducible results.

How to scale an ecommerce platform on Kubernetes and AWS to handle demand spikes without inflating baseline cost or operational risk.