All work
Full-StackClient work2026

LyricSmith — AI songwriting assistant

A generation system for a music-production client where every line is validated for syllable count, stress pattern and rhyme.

Scope something similarCode walkthrough available on request
A developer workstation with code across two monitors

The problem

Generic AI lyrics are unusable in production: the syllables don't fit the melody and the rhymes don't land where the bar needs them.

What we built

  • Constraint-aware generation with a validation layer checking syllable counts, stress patterns and rhyme schemes before anything is shown
  • Background task processing with live status updates, so long generations don't block the interface
  • Multi-project session workspace with automatic persistence in PostgreSQL
  • Full data export for analysis and archival, plus structured error handling throughout
  • Next.js front end against a FastAPI service, built to be operated rather than demoed
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