machine learner takes influences from 60’s pop psychedelia, 90's rock, and 00’s post punk and electronica to create emotive compositions with sweet melodies and hypnotic elements that take listeners on a journey.

machine learner is the alias of Walter Young, a lifelong passionate fan of music. Long ago, he played guitar, drums, and wrote for Alexander's Dark Heart and drums for The Try Force. In 2014, he co-wrote the electro-pop album Echo Victor with Loki Antiphony. He currently releases music as machine learner as well as produces and co-writes for the dream pop trio Arabica Futures.

The Marzie & Machine: Tracing an Illicit Waveform EP was released in early 2021, a collaboration with friend Marzipan Kitten. In late 2022, machine learner released Stood Up and Arabica Futures' first single, Flyover State. Early 2023 saw more collaborations with Marzipan Kitten including the experimental synthwave of Signal for Safe Passage, the jungle Tracing an Illicit Waveform Remixes EP by Dwain, and more.