Built a fully optimized, GPU‑accelerated REMI music‑generation pipeline understood from end‑to‑end—from tokenization and dataset design to transformer architecture, training stability and expressive MIDI output. January 2026.

Turned Google Colab notebook into a Windows-friendly, production-ready inference pipeline. January 2026.

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