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.