Toronto, Canada

I design it, build it,
and keep it running.

Principal engineer, fourteen years in. I built a Kubernetes product Akash Network acquired, designed the agent platform behind an enterprise AI product, and operate the cluster they run on.

Now — AuraMind's agent platform — making enterprise agents genuinely useful without ever letting one exceed the permissions of whoever invoked it.

AuraMind

Enterprise agent platform: a permissioned tool registry, an orchestrator that fans out to sub-agents under wall-clock and token budgets, run-tree observability, and an eval harness. Agents resolve data access against the invoking user's permissions, never the author's.

2026 —

Akash HomeNode

Consumer GPUs join Akash compute clusters as Kubernetes nodes without anyone learning Kubernetes — zero-secrets ISO, a self-hosted Headscale/WireGuard mesh with Calico iBGP route reflectors, and a GPU-weighted payout engine over ClickHouse telemetry.

2025 – 26

Fluent Review

Customers speak a review in their own language and get a faithful English translation to paste into Google Reviews.

2026

CISC Cloud App

Structural steel design checks and engineering report generation for the Canadian Institute of Steel Construction. Rebuilt the report path 13.6× faster on heavy designs, byte-identical output.

2026 —

Praetor → Provider Console

Kubernetes provider onboarding for operators who don't run Kubernetes. Akash Network acquired it in 2024; I released the source into their org, reworked it into the Provider Console API, and maintained it through 2026.

2022 – 26

UniWhales

Real-time Ethereum whale-tracking product — API, frontend, and the Ethereum ETL and Airflow pipelines feeding it on EKS.

2020 – 22

Why this site exists

Aug 2026

All writing →