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Selected work

Production systems, enterprise platforms and hard engineering problems, across AI, cloud infrastructure and software delivery. Client work under NDA is described by its shape and outcome, never by name.

varai.com: The operating system for agentic commerce
2025 – nowLive

VARAi: the operating system for agentic commerce

VARAi · eyewear, from design to sale CTO & forward-deployed AI engineer

An AI commerce platform for eyewear, live in three regions with ~150 stores live or onboarding. I run its engineering, and I built the AI search, the AI 3D designer, the deterministic lens engine and the agentic delivery pipeline.

stores live or onboarding
~150
tests on the prescription-lens rules engine
1,500+
enterprise tenants cut over live, EU → India
21 → 0 lost

Read the case study

C-07 2013 – nowShipped

Enterprise cloud engineering: Netflix, Arch & Atlascloud

Netflix (via Arch Platform) · Arch Platform · Atlascloud Cloud architect

Kept Netflix artists in Vancouver and LA working on one show, with terabytes synced every night. Alongside it, a cloud VFX studio that passed Disney's security review. Underneath, years of building the hardware.

cloud cost, idle instances shut down nightly
−50%
studio throughput, no new hardware
3×
Netflix took the sync system in-house
bought

AWS · Terraform · Python · rsync · KVM / Proxmox

Read the case file

More product and client work

  1. C-01AgentOps: AI agents you can auditMy own tool, run on a production codebase 2026evidence-backedevery accepted verdict traced to frozen evidenceLive
  2. C-04Enterprise analytics: preventing silent data errorsMedia client 2026+8.6%income error from mean-of-averages, caughtShippedNDA
  3. C-02Production AI sales and outreach automationSaaS client 2025 – 20265,341prospects sorted and filtered in productionShippedNDA
  4. C-06AI concierge: reliable automated bookingCoworking operator, with an agency partner 202612critical bugs found by a 5-agent pre-launch auditShipped

AI research & experiments

Open the lab
  1. C-03HYDRA: an RL training environment for security patchesResearch project 2026exploit-verifiedrewards: exploit, tests and scanner check every patchResearch

Need a senior AI engineer who can own delivery?

Tell me what you're building and where it breaks. I reply to every message myself.

Contract CTO · Principal AI engineering · Forward-deployed AI engineering · Enterprise AI architecture

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