GEVORG ASRYAN — AI SYSTEMS ARCHITECT
GEVORG ASRYAN
AI SYSTEMS ARCHITECT
01 / SURFACE
[ Production AI — designed, shipped, scaled ]
I architect the reasoning layer for enterprise — autonomous agents, retrieval engines, and the infrastructure that keeps them fast, safe, and observable.
02 // Services
Six disciplines. One standard: it works in production, or it doesn't ship.
Autonomous multi-agent swarms that plan, reason, and execute real work — wrapped in deterministic guardrails so they never improvise in production.
Retrieval pipelines that ground models in your private data. Hybrid search, reranking, and eval harnesses that keep answers honest at scale.
Model selection, fine-tuning, prompt architecture, and guardrails. The reasoning layer engineered to your domain — not bolted on.
Full-stack AI products: streaming interfaces, real-time copilots, agent UX. From zero to shipped, with the polish clients pay for.
High-throughput, low-latency serving. GPU optimization, autoscaling, and cost control for models that must answer in milliseconds.
Roadmaps, stack audits, security guardrails, and ROI models your board can actually read. Know what to build before you build it.
03 // Method
Anyone can prompt a model. The hard part is the system around it — the part that decides what happens when the model is wrong. That is what I build.
Probabilistic models, deterministic systems. Every agent action is observable, testable, and reversible.
A demo is not a deliverable. Systems ship with SLOs, eval suites, rollback paths, and monitoring from day one.
AI is not the goal. The goal is leverage that compounds on your core business, quarter after quarter.
04 // Contact
One call. You describe the problem, I describe the system. If it's a fit, we scope the first deployment.