Music & Composition

Formal discipline, improvisational search, and compositional sensemaking

Before AI and long before technical writing, there was piano: classical repertoire, improvisation, and the repeated practice of shaping tension and release through form. That practice still informs how I build systems—structure first, expression within structure, and revision by attentive listening.

SoundCloud

Selected compositions, sketches, and experiments are published on SoundCloud.

soundcloud.com/mlmabie

Compositional through-line

The same thesis appears across domains: compress complexity without erasing meaning. In music this shows up as motif, cadence, and development; in engineering, as interfaces, invariants, and compositional abstractions. I treat both as studies in controllable emergence.