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Your regulated product.
Live and compliant in weeks.

I've spent 7 years building production systems at Impossible Foods. Now I help founders in construction, health, and education ship compliant products — architecture through launch.

Ari Nakos · ex-Impossible Foods (7 yr Tech Lead)

Book a Strategy SessionSee the work

You'll leave with a technical architecture sketch and clear next steps

rapidsafesystems.au
RapidSafe Systems — AI-powered construction safety compliance
rapidsafesystems.au
RapidSafeSystems - AI Construction Project Management Sydney

RapidSafeSystems - AI Construction Project Management Sydney

Your #1 AI powered construction project management assistant in Sydney. Generate SWMS forms, manage safety compliance, and streamline construction workflows.

01AI document processing pipeline for Safe Work Method Statements
02PDF generation engine from structured LLM output
03Multi-tenant authentication with organization-level permissions
04Deployed on AWS Fargate with automated CI/CD
rapidsafesystems.au

Setian AI

Make Digital Twins for your Business

01Autonomous AI agent for school administration and communication
02Mobile app for guardian-to-school communication
03Integrations with Slack, Teams, and push notifications
04Event-driven workflows with automated message routing
setian.ai
setian.ai
Setian AI
privisay.com
privisay — Private On-Device Transcription for Mac

privisay — Private On-Device Transcription for Mac

Private, on-device speech-to-text for Mac powered by OpenAI Whisper. Press ⌘⇧Space, speak, and text appears — 100% local, optimized for Apple Silicon. No cloud, no subscription. $29.99 one-time.

01Native macOS app for privacy-first voice transcription
02Local-only data processing — nothing leaves the device
03Built with Swift for native performance and system integration
privisay.com

How we work together

Product Build

4–12 weeks · Defined scope

From architecture to launch. I build your product end-to-end, including compliance requirements specific to your industry.

01
Scope

Define the product, map the architecture, identify compliance requirements. 2–3 days.

02
Build

Design, develop, and integrate. Backend, frontend, AI, automations — in parallel. 2–8 weeks.

03
Ship

Deploy to production, set up monitoring, launch. Live product, not prototype.

Discuss a project

Fractional CTO

Monthly retainer · Ongoing

Ongoing technical leadership for your company. I make architecture decisions, build alongside your team, and keep your technology aligned with regulations.

—Architecture decisions and technical strategy
—Hands-on building alongside your team
—Vendor evaluation and technical hiring guidance
—Compliance architecture and regulatory alignment
Discuss a retainer

What clients say

Testimonial from Setian AI client
Testimonial from Rapid Safe Systems client

Background

Impossible Foods

2016 – 2023 · 7 yrs

Process & Software Engineer

Bioprocess and biomanufacturing design and scale-up, alongside data pipelines, computer vision, API integrations, and internal tools used daily by operations teams.

Open Source

EvalPulseOpen-source LLM evaluation framework.
POSEEvaluation framework for AI product quality.
red-team-evalsLLM red-teaming and testing scripts.

Education

Brown University

B.Sc. Chemical Engineering

Stack

TypeScriptPythonReactNext.jsFastAPIPostgreSQLOpenAIAnthropicAWSn8n
Ari Nakos
Ari Nakos

Have a product idea?

Let's scope it in a 30-minute strategy session.

Book a Strategy Session

You'll get a technical architecture sketch and clear next steps