Portfolio

Vighnesh Ganti

AI Researcher & Classical Pianist

Bridging the gap between computational intelligence and musical artistry.

Predicting piano-piece difficulty from MIDI using a Transformer encoder with ordinal regression — achieving a new best on the PSyllabus dataset.

YOLO11 instance segmentation detects components on circuit boards for automated pick-and-place sorting.

Classical pianist for 5+ years. Performed at Carnegie Hall in 2024 and 2025.

Notes on solving the legato problem in MIDI analysis, training YOLO on custom datasets, and more.