Selected work

Snowflake / Release & reliability

From ad-hoc sign-offs to predictable releases

Centralized release qualification, triage, and automated validation for four CXE applications.

The challenge

Establish a disciplined, predictable release cadence across applications and cross-organization stakeholders.

My contribution

Owned end-to-end release qualification across four CXE applications. Architected a centralized release and triage dashboard alongside an automated validation framework, replacing ad-hoc sign-offs with deterministic CI/CD gates.

The outcome

Established a weekly release cadence and cut release cycle times by 50%.