Frontend engineering · AI features
GatherFlow AI
Frontend and AI contribution to an existing community management application.
AI-generated concept illustration, not an application screenshot.
My contribution
Scoped frontend and AI implementation within a wider client platform. This case study does not claim ownership of the entire application or its backend.
Workflow to demonstrate
- Member request
- AI-assisted draft
- Human review
A user-facing AI feature that fits the existing product and keeps the review decision with a person.
Demo readiness
This case study describes the project focus and the workflow selected for demonstration. Security, calculation accuracy, and demo-readiness issues identified during review must be resolved and verified before it is presented as production-ready.