01 — Why me
Built for frontier teams
Senior software engineer with experience in architecture, deployment, and day-to-day operations of thousands-server environments — performance- and reliability-focused data engineering, production debugging, and the full path from datacenter automation to application-level support.
01
Production AI systems (Siri)
A decade-plus inside Apple’s Siri org — from Internet Services Group infrastructure through Operations, Reliability Engineering, and senior software roles. Knows how voice assistants fail in production and how to keep them up.
02
Fleet-scale operations
Architecture, deployment, and day-to-day ops of thousands-server environments: datacenter deploys, Puppet automation, speech/runtime support, performance and reliability data analysis.
03
Agentic AI tooling
Public Grok Bot fleet — Data Ink, Yusician, Solid Vibe, Neuroscience — live at FLEET Desk. Plus Xcode ACP bridges, Grok Lens, and Intel macOS Grok Bot ports. Agents that actually ship work.
04
Empirical research & media systems
Founded Mriya Research LLC to run empirical consciousness research. Built a long-form lecture archive — camera, lighting, record, edit, publish — and maintain hundreds of hours of that corpus. Same production discipline as large-scale ops: end-to-end ownership.