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Abhimanyu Selvan / AI systems builder
AI systems in production.
I design, build, deploy, and run them across cloud and on-prem infrastructure.
Selected work / 2025 / 2026
Three recent systems.
Each project documents its architecture, failure modes, deployment path, and operating constraints.
System 01Production AI systems
AI Software Factory
A deterministic software factory with sandboxed workers, a deny-by-default tool gateway, and an idempotent publisher outside the model loop.
The model plans. The control plane decides.
System 02Voice AI
Mossaic
Voice-first research recall. Ask the corpus out loud and receive cited answers in under a second, backed by one shared index across voice and Slack.
Sub-10 ms retrieval with source citations.
System 03Systems engineering
Argus
A terminal control plane for agent sandboxing written in Rust. Every dependency had to earn its place; every state transition is visible.
3.7 MB binary. Nine dependencies. No async runtime.
Method
Understand. Build. Stay.
01
Architect
Read the system end to end. Surface trade-offs, constraints, and failure modes before the build begins.
02
Implement
Build the services, infrastructure, tests, observability, and error handling required for the agreed workload.
03
Operate
Stay through deployment and production. Learn from real workloads and ship the next improvement alongside the team.
In the workshop
Two systems in active development.
Need a technical review or implementation?