MARKETING ENGINEER · LLM TOOLING · WEB INTEGRATION

I build the AI tooling marketing and product teams actually use.

LLM pipelines, internal tools, agent prototypes, and websites built to be cited by AI — not just ranked by Google.

20 years shipping production web. Currently at NiCE Cognigy (Cognigy acquired by NiCE, ~$950M). Previously Regiondo (acquired in a $150M rollup). Daily driver: Claude Code, n8n, OpenRouter, Turso, Coolify.

P.S. Recruiters — skip the perks slide. First question is daily token allowance and which AI tools are in the stack. Everything else is negotiable.

See what I'm shipping Read my notes

SHIPPED AT

NiCE Cognigy
Regiondo
Toptal

BUILT WITH

Claude Code
n8n
Next.js
Turso
OpenRouter
Vercel

PROJECTS

Personal AI builds.

The ones I actually use. Client work stays under NDA.

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FEATUREDIN DEV AI

CIA — Competitive Intelligence Agent

Local-first competitive intel with git-versioned briefs

CHALLENGE

Competitive intel tools are bloated SaaS that hoard your data and never quite answer the question you asked.

SOLUTION

Local-first pipeline: ingest → LLM classify → summarize → brief. Durable storage on Turso, cron on Railway, briefs committed to git.

WIN

Briefs I actually trust, fully owned data, model-swappable via OpenRouter. Open-sourcing once the README is honest.

TursoRailwayOpenRoutern8nTypeScriptgit-as-database

apsolut-cortex

LIVE AI

Persistent memory for Claude Code — npm-installable

Node.jsTypeScriptnpmClaude CodeView Demo GitHub

Brand Intelligence

IN DEV AI

SEO for AI answers — brand visibility tracking across ChatGPT, Claude, Gemini, Perplexity

Next.js 16Drizzle ORMTursoOpenRouterNextAuthQdrantTypeScript

PromptStash

LIVE AI

Personal prompt vault — built so I'd stop digging prompts out of old Slack threads

Next.jsTypeScriptTailwind CSSTursoView Demo

WHERE I'VE SHIPPED

Two acquisitions, one freelance network, and the agent I'm building now.

Named credibility instead of invented metrics. Cognigy (now NiCE Cognigy, ~$950M acquisition) and Regiondo (~$150M rollup) are where I learned what enterprise actually expects. Toptal is where I keep my range. CIA is where I prove I still ship.

NiCE Cognigy

Full-Stack Web Developer · 2023–present

Conversational AI · Cognigy acquired by NiCE, ~$950M

Building and shipping marketing and product surface for an enterprise conversational AI platform. React, Next.js, HubSpot CMS, internal tooling. AI-assisted development inside a strict code-review and security culture.

Regiondo

Full-Stack Web Developer · 2022–2023

Acquired in ~$150M rollup

Owned the company website end-to-end through a high-growth period: WordPress + HubSpot back-end and front-end, integrations, technical SEO, custom modules, layout builders. Worked alongside marketing on conversion improvements that survived the acquisition.

Toptal

Full-Stack Freelance · 2021–present

Top-vetted talent network

Independent engagements for clients across web, automation, and HubSpot CMS. Power Automate, Chrome Extensions, n8n workflows, accessibility audits. The work that doesn't fit a single job title.

CIA (open-sourcing soon)

Personal · 2026

Competitive Intelligence Agent

Local-first agent pipeline: ingestion → LLM classify → summarize → brief. Turso for storage, Railway for cron, briefs committed to git. A personal build — the kind of production shape I find worth shipping in the open.

THE AI ERA

Get cited, not just ranked.

Answer Engine Optimization (AEO) is the practice of structuring a website so ChatGPT, Perplexity, and Gemini can parse it, trust it, and cite it back to the user asking the question. SEO got you ranked. AEO gets you quoted.

The work: JSON-LD schema, question-first headings, entity authority, content patterns AI systems read cleanly. I build it into HubSpot CMS, WordPress, and custom Next.js stacks — the same systems your marketing team already runs.

Optimized for

ChatGPT

Perplexity

Gemini

Classic SEO → Modern AEO. Get discovered where your buyers actually ask.

HOW I HELP

Four ways to work together.

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Ship