Manufacturing System for large Greenhouse
The Problem
Manual migration was error-prone and too slow for timeline and scale.
My Role & The Insight
Led migration engineering; automation with idempotent steps reduces risk and cycle time.
The Technical Solution
Streaming ETL with validation gates, observability, and retryable jobs.
The Impact
Cut migration time and reduced defects while enabling safe re-runs.