Professional Manufacturing

AI-Assisted Manufacturing Quality Reporting Application

AI Application Engineer 7 months

Turned an AI-assisted reporting application from proof of concept into a stable production solution for quality assurance teams, while continuing to extend it through close stakeholder collaboration.

Highlights

  • Refactored a fragile prototype into a stable, maintainable production application by reducing code complexity and improving software structure.
  • Built an automated quality and deployment pipeline across three environments and resolved Azure issues affecting operational reliability.
  • Migrated the application to containerized deployment, improving development consistency, cloud reliability, and architectural portability.
  • Added user-facing features such as best-practice guidance and access to related historical reports to support faster and more consistent report creation.