I build AI that works in production.
Full-stack AI engineering — from retrieval pipelines and autonomous agents to the Rust infrastructure underneath. No prototypes that break at scale.
// What I Forge
Three pillars. Each one battle-tested across real products, real users, real traffic.
Retrieval Architecture
Search that understands context. Vector stores, semantic pipelines, and retrieval systems tuned for sub-second answers across millions of documents.
Autonomous Agents
AI that does the work. Multi-agent systems that chain reasoning, execute tasks, and handle the messy parts of real workflows — without constant hand-holding.
Rust-Powered Infrastructure
When your Python prototype hits a wall, Rust picks it up. Memory-safe, blazing-fast backend services built for the load your AI systems actually need.
// The Approach
Every system goes through the forge. Three phases, no shortcuts.
Temper
Map the problem space. Understand constraints, data flows, and failure modes before writing a line of code.
Cast
Build with intent. Clean architecture, tested pipelines, and systems designed to evolve — not just work today.
Sharpen
Harden for production. Load testing, observability, and the edge-case handling that keeps things running at 3 AM.
Got a system that needs building?
I take on a limited number of projects at a time. If you're working on something ambitious, let's talk.
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