Extend the shared capability APIs (speech, vision, document extraction) and keep them fast and cheap enough that agencies reach for them instead of building their own
Collaborate and design solutions for challenging yet unique problems across hardware and software platforms, including servers, RAID, and various operating systems (Windows and Linux).
Use AI-assisted coding tools (Claude Code, GitHub Copilot, etc.) as a core part of your daily workflow — across design, implementation, testing, debugging, and documentation.