Production-grade AI systems. Reliability over hype.
I help teams ship AI systems that behave correctly in the real world, not demos.
I've led product delivery in government and banking, and built a production AI platform from scratch with evaluation and reliability built in from day one.
Get in touchWhere I've shipped
Government
Led requirements and system modernization for a state offender management platform, serving as lead SME across 20+ interfaces in a regulated environment.
Banking
Led product definition and delivery for compliance-sensitive financial reporting and data platforms at a regulated investment firm.
AI (Built & Shipped)
Designed and deployed Arkadia, a production AI platform with persistent memory, automated evaluation, and quality systems. End-to-end ownership.
What I help with
- •Production AI system design and delivery
- •Evaluation pipelines and reliability guardrails
- •Source-bounded AI assistants with confidence gating
- •Legacy system modernization in regulated environments
- •Turning product intent into executable systems
Why teams work with me
I take ownership from intent through production.
I make the architectural and product decisions early, so teams don't pay for them later. When you work with me, you're not getting advice. You're getting hands-on product leadership focused on shipping reliable systems.
Featured work
Arkadia
A production AI platform with persistent memory and automated evaluation.
Built and shipped end-to-end. Serves as a proving ground for the reliability, memory, and behavior-validation patterns I bring into client work.
View ArkadiaReady to talk?
If you're building or modernizing an AI system and want it to work reliably in production, let's talk.
contact@sonasuntech.com