ML Platform
Multi-tenant machine-learning platform on SageMaker Unified Studio. Six-plus data squads onboarded to self-serve tooling.
THE PROBLEM
Data squads queued behind ops for every environment. Notebooks, models and permissions scattered across accounts, nothing reusable.
WHAT I BUILT
A multi-tenant SageMaker Unified Studio platform: Terraform-provisioned per-squad domains, IAM isolation, shared registries, self-serve onboarding.
IMPACT
Six-plus data squads onboarded and shipping without ops in the critical path. One paved road instead of six snowflakes.