Killjoy Function

Static Crown

Teeth on the Wire

Neural Groove Machine is the experimental project of American artist Jay Tindall, based in Bangkok, Thailand. Blending hard rock with industrial, trip-hop, and electronic elements, NGM creates music using AI technology while maintaining Tindall's distinct artistic vision and human perspective. The project explores themes of control, resistance, and identity through machine-driven rhythms and human emotion.


With the singles "Programmed Autonomy," "Ploom of Doom," and "Beautiful Puppet" garnering six-figure streams across platforms, NGM has established a unique voice in the industrial-electronic landscape. The latest three-track single "The Hollow Machine" continues this evolution, with new releases dropping approximately every six weeks.

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