Hello, I’m Michael.

I build machine learning systems that act, and that remember.

I’m on an engineering placement at BAE Systems, and I build Kaer’s agent platform;
alongside both, I research memory architectures for neural networks.

Constantly inspired by machine learning, aerospace tolerances,
and curiosity about how things work.

Selected workshow all →
Chase every overdue invoiceagentic AIKaerAutonomous Agent PlatformAssembly memoryOne-shot Hebbian memoryThis siteOne sheet, drawn in CSS
Soundinstrumental · generated
  • Slow TideWarm pads, no percussion2:00
  • North WindowFelt piano and room tone2:00
  • Held NoteSustained strings, slow decay2:00

Generated with ACE-Step 1.5. Prompt-tuned and curated through the Kaer harness, rendered on a temporary Modal GPU. Instrumental only — no vocals, no samples.