AI Systems Engineer

Andrew Metcalf

Building systems that compete, create, protect, and trade.

Creator of Ebon Crucible and AlphaTelemetry Lab. Founder of Ajax Studio and VoiceGuard AI. Author of Last Ascension.

Andrew Metcalf

Why It Connects

These projects look different on the surface but share a common foundation: building complex systems that operate autonomously under real-world constraints.

Ebon Crucible is a real-time combat system with 63 interlocking abilities, crowd control chains, and an economy that has to stay balanced. AlphaTelemetry Lab runs autonomous trading strategies across three asset classes with rigorous statistical validation. Ajax Studio orchestrates multiple AI models into coherent creative output. VoiceGuard detects synthetic voices in the wild. Each project requires a different technical stack but the same discipline: ship it, run it in production, and make it work without hand-holding.

The breadth is the point. Building across domains reveals patterns that specialization misses.

Ready to explore?

Whether you are interested in gaming, trading systems, creative AI tools, or collaboration on something new, I would be glad to connect.