William Murray is a Regenerative Systems Architect with 30 years of UNIX infrastructure experience. He created the c-from-scratch open source course and the certifiable-* ecosystem for safety-critical ML systems (GPL-licensed). He developed the Murray Deterministic Computing Platform (MDCP), a complete technology stack for certifiable autonomous systems. Founder of SpeyTech,com and Visiting Scholar at Heriot-Watt University, he lives in the Scottish Highlands.