AI Systems Architect & Growth Engineer
Digital marketer and software developer with experience across SEO, paid advertising, marketing automation, CRM systems, and AI agent development. I build complete business infrastructure — connecting marketing, sales, CRM, and automation into unified growth systems with AI at the core.
Background in web development, SaaS tooling, and cloud infrastructure. Previously worked across e-commerce (Amazon FBA), digital marketing agencies, and SaaS automation. Currently based in Asia, building AI-powered growth systems for businesses.
The infrastructure below serves as my Personal Management System (PMS) — a live operating environment I built to manage my own business, automate workflows, and develop AI agents. The same architecture powers client-facing systems.
All systems are live and running in production. Live demos available on request.
Live brands I've positioned, designed, built, and run end-to-end — my own ventures, not client work.
A config-driven website engine I built in Next.js 16. One config file → a complete, conversion-optimised local-business site: 20–30 routes with programmatic SEO, suburb pages, reviews, and lead capture. Same engine, infinite sites — plus a rebuild-from-URL mode and an optional self-edit CMS. Three live examples:
13-minute video tour of the full infrastructure — services, automation, AI agents, and monitoring dashboards.
16 containerized services on a production VPS — Docker Compose orchestration with automatic HTTPS, monitoring, and self-healing.
| Service | Purpose | Status |
|---|---|---|
| N8N | Workflow automation engine | Running |
| LangGraph | AI agent orchestration | Running |
| PostgreSQL | Primary database | Running |
| Redis | Cache & queue management | Running |
| Qdrant | Vector database (semantic memory) | Running |
| Langfuse | LLM observability & tracing | Running |
| Caddy | Reverse proxy + auto HTTPS | Running |
| Gatus | Uptime monitoring | Running |
| Beszel | Server performance monitoring | Running |
| Omi Webhook | IoT transcript receiver | Running |
| Telegram Bridge | Mobile control plane for Claude | Running |
| Static Assets CDN | Caddy-served media & portfolio | Running |
Custom AI agents built with Claude Agent SDK + LangGraph for business intelligence, content generation, and knowledge retrieval.
Natural language queries against business knowledge base. Connected to Google Drive corpus with guardrails and audit logging.
Multi-step content pipeline: draft generation, webhook-triggered approval flows, and publish automation via N8N.
IoT wearable captures conversations in real-time. Nightly AI summarization, weekly knowledge distillation to Notion + Obsidian.
Vector database storing conversation context with auto-extraction. Enables AI continuity across sessions via semantic search.
Weekly automated research sweep across GitHub, Reddit, and YouTube for Claude Code updates, new MCP servers, and community patterns. Interactive synthesis with actionable upgrade recommendations.
Automated synthesis across 42 stock tickers, 9 newsletter sources, Reddit, and curated blogs. Delivered as structured Notion report every Sunday morning.
LLM-powered instinct extraction from session failures and corrections. Mines patterns, auto-updates CLAUDE.md with new rules, and builds a compounding instinct library.
Multi-platform content pipeline with Instagram competitor tracking, analytics, and AI script generation. Tracks 8 competitors across content patterns and engagement signals.
Automated technical SEO analysis: crawl site structure, meta tags, Core Web Vitals, internal linking, schema markup, and keyword gaps. Generates prioritized action report.
Google Business Profile optimization: reviews analysis, category accuracy, photo completeness, Q&A coverage, post frequency, and local ranking signals.
Full-site analysis: conversion rate optimization, UX issues, mobile responsiveness, page speed, security headers, and accessibility compliance. AI-generated improvement roadmap.
AI-powered prospecting: research target companies, generate personalized email sequences, manage follow-ups, track opens and replies. Multi-channel with SMS fallback.
AI chatbot trained on company knowledge base. Handles FAQs, appointment booking, lead qualification, and escalation to human agents when needed.
Automated competitor monitoring: track pricing changes, new content, ad campaigns, social activity, and market positioning. Weekly intelligence reports delivered via Slack.
Google Ads and Meta Ads optimization agent. Analyzes campaign performance, identifies wasted spend, suggests bid adjustments, and generates new ad copy variations.
Inbound and outbound voice automation: appointment confirmations, follow-up calls, lead qualification, and customer surveys. Natural conversation with handoff to humans.
Auto-generates VPS operations dashboard every 30 minutes — service health, container status, cron jobs, activity feed.
Mobile control plane — send commands via Telegram, Claude executes on VPS, response back via bot message.
Full-stack growth marketing — from strategy and paid acquisition through to attribution, creative, and outbound.
40+ production N8N workflows covering lead generation, CRM pipelines, AI content, monitoring, and operations.
GHL integration: missed call triggers instant SMS follow-up, booking link, calendar confirmation, and CRM pipeline update. Fully automated.
Lead capture, scoring, tagging, assignment, and multi-step follow-up sequences. Automated nurture from first touch to booked appointment.
Scalable outreach system: list building, sequence management, unsubscribe handling, sender reputation management. 4,000 emails/month capacity.
Webhook → LangGraph → Claude Sonnet → Draft → N8N → Approval notification → Publish. End-to-end AI content with human approval gate.
Daily automated briefing: calendar events, tasks, weather, news — delivered to Slack and Telegram every morning at 7am.
VPS health checks every 12 hours, N8N error monitoring every hour, automated backups, log rotation, and Docker cleanup.
Complete GoHighLevel agency setup — from lead capture to review request automation.
Custom web application managing 56+ content ideas across 10 platforms — from ideation to AI-generated drafts.
Filter and search content cards by platform, status, tags, type. Inline card creation with full metadata. Connected to keyword research via Google Sheets.
Select a card, configure parameters, and generate structured AI prompts for content generation. Includes raw notes injection and weekly review context.
22 cron jobs running autonomously — monitoring, briefings, backups, AI self-improvement, and market intelligence.
Production tools, dashboards, and calculators I've built and run — the demos auto-play; hover any card to pause.
50+ custom Claude Code skills I've written to run my own business end-to-end — content, sales, client delivery, personal ops, and intelligence. A sample of the library below.
Real outcomes from live systems — client work and personal infrastructure.
Done-for-you GoHighLevel setup: missed-call text-back, lead pipeline, booking automation, and review generation — for any business that runs on leads, bookings, and repeat customers.
Custom Claude/LangGraph agents, voice agents, and chatbots. Built to specification and deployed on your infrastructure or managed VPS.
Multi-platform content pipeline with competitor tracking, analytics dashboards, and AI script generation. Instagram, YouTube, LinkedIn — one system.
Google Ads, Meta Ads, SEO, local SEO/GBP, and CRO. Full campaign build and management with attribution setup and reporting.
Custom dashboards, multi-source attribution, weekly intelligence briefings, and AI-powered business insights from your existing data.
Next.js web applications, Vercel deployments, Supabase backends, and full API integrations. From prototype to production.
Common questions about working together, timelines, and what to expect.
A growth or marketing operator seat at a startup — head of growth, growth lead, or performance marketing. I run the full stack: paid, SEO, CRO, lifecycle, and the automation underneath. Open to full-time, fractional, or contract-to-hire.
Yes — remote, full-time. I’m based in Asia (GMT+7) and work comfortably across US and EU hours. Fractional and contract-to-hire also work well.
The combination. I drive real performance — six-figure ad spend to profit, an e-commerce store past $100K/month — and I build the systems that hold growth: CRM, lifecycle, AI agents, and the infrastructure underneath. Most operators do one or the other; I do both.
Almost certainly. I run GoHighLevel, Next.js / Vercel, Supabase, N8N, Claude / LangGraph, GA4 / GTM, and the major ad platforms daily — and I pick up new tools fast. The systems on this page were all built end-to-end by me.
The case studies live on my Results page, every tool and system here has a live demo I can walk you through, and I’ll share references on request.
Book a 15-minute call or email me — a quick chat about the role and whether it’s a fit. No pitch, no pressure.
I run my whole operation through Claude Code — 2.67 billion tokens in 90 days on a flat Max plan, across ~368 custom skills, ~160 subagents, and 20+ cloud routines. This is the engine behind everything above. (Click any image to zoom.)
Most consultants teach AI tools. I build complete business systems.
Want to see any of these systems live? I can walk you through demos of the infrastructure, automations, and tools listed above.