VerseFlow: Real-Time Verse Detection &

VerseFlow: Real-Time Verse Detection & Display System

Designed and developed VerseFlow, a real-time transcription and display system that detects spoken Bible verses during live sermons and instantly syncs them to sanctuary display screens.

Built with Next.js, Mantine UI, Node.js, Express, PostgreSQL, Drizzle ORM, Zustand, and WebSockets (Socket.io) for real-time communication between the media dashboard and public display screens.

Implemented speech recognition workflows, offline-first PWA support, intelligent verse parsing, and a human-in-the-loop confirmation system optimized for high-pressure live media environments.