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Samuel
Jedidiah

AI Automation Engineer & Website Developer – Full Builds, Real Systems

I build two things that work best together: websites that sell, and AI systems that run the business behind them. Full e-commerce builds, custom web applications, and automation across n8n, Make, and Zapier — AI agents that answer customers on WhatsApp, sync inventory across five stores, and triage an inbox before the workday starts. Not templates. Not demos. Every project in this portfolio is a real system, running in production, doing real work.

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See What I Build
Workflows Deployed
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Websites Built
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AI Agents Deployed
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• THE BACKGROUND

I build end-to-end products that solve real problems.

Most freelancers learn the skill and immediately start looking for clients to practice on. I did it the other way around: everything I offer was battle-tested on real businesses first. The storefronts in this portfolio have processed real sales; the automations behind them have survived real orders, real refunds, and the edge cases that only show up in production.

Bugs don’t announce themselves in a demo — they surface three weeks later, on a real order. So everything I ship is tested against real operations before handover, and backed by a 30-day warranty after it. If something I built breaks, I fix it — no invoice, no debate.

And I’m a single gateway to the whole build — website, app, and automation from one person. No hiring three freelancers, no explaining your business three times. You describe the problem once, and the entire system gets built to fit together, because it was built by the same hands.

The result: sites and systems that go live on schedule, survive real-world messiness, and keep running long after handover. Backed by a warranty, owned entirely by you.

1

Proof of work, not promises.

The portfolio at /projects shows every system that has been built — real storefronts, real workflows, real AI agents. Not mockups. Not concept diagrams. Most of them are running a live business right now.

2

You own everything.

Every client receives the complete deliverable — website admin access, source code, workflow exports, documentation, and every credential configured on accounts you own. Zero lock-in. Zero ongoing dependency unless you want it.

3

Straight answers, always.

If what you’re asking for won’t pay for itself — an automation with no ROI, a rebuild your current site doesn’t need — I’ll tell you on the first call, not after two weeks of build time. The free audit exists precisely for this.

• THE BACKGROUND

Numbers from live systems.

Not projections. Not case studies written by a amarketing team. Measured outcomes from systems running in production.

INKON INVENTORY SYNC

5 stores → 1 source of truth

Inventory across five Shopify stores, synced automatically

Every sale, refund, and restock updates all five storefronts within minutes – with drift monitoring, self-healing catch-up, and alerts before a single oversell happens. Previously: hundreds of manual updates per day across every store depending on that day’s order count.

WHATSAPP AI ASSISTANT

Hours → Seconds

Customer questions answered instantly, from your own docs

A RAG-powered asssistant that reads text, voice notes, images, and PDFs on WhatsApp and answers from the company knowledge base – 24/7, no human in the loop, every answer grounded in real product documentation.

• THE STACK

Every tool on the table.
Suited to your stack.

A consultant who only knows one tool will fit your problem to that tool — because it’s the only move they have. I work across the whole automation stack: n8n when you need self-hosted control, code-level logic, and complex multi-step flows; Make and Zapier when speed and simplicity win; agentic AI when the job needs judgment, not just steps. The depth isn’t in the tool. It’s in knowing which one your problem actually needs.

And because I also build the websites and apps these automations serve — WordPress and Shopify storefronts, custom full-stack applications — the automation is never bolted on from outside. The store, the workflow, and the AI agent are designed as one system, by the person who built all three.
THE STACK – AND WHEN EACH WINS
  • n8n — self-hosted, complex multi-step systems: inventory sync, monitoring, AI agents with custom logic. Your data stays on your infrastructure.
  • Make & Zapier — fast, reliable automations for straightforward flows, on the platforms your team already knows.
  • Agentic AI (MCP) — autonomous agents that read, decide, and act across your apps on a schedule — the newest layer of the stack.
  • WordPress & Shopify — storefronts and business sites built to be automated from day one.
  • Full-stack (Next.js / React) — custom web applications when off-the-shelf platforms can't do the job.
  • AI everywhere — Claude, GPT, self-hosted models via Ollama, RAG with vector search — chosen per task, not per hype.

• HOW WE WORK TOGETHER

Simple. Transparent. You own it at the end.

Every engagement starts with a free audit call. No commitment, no sales pressure — just an honest look at your problem.

1

Free Audit Call (20 – 30 min)

You describe the bottleneck — what’s manual today, what tools you use, what outcome you want. I’ll tell you honestly whether it’s worth building, what it would cost, and how long it would take. If your current site or workflow is already fine, I’ll say that too. No pitch, no pressure.

2

Design, Build, Review

I design the solution — site, workflow, or both — and share the architecture for your approval before building. You see what you’re getting before a single line is built. Typical build time is 1–3 weeks depending on complexity, and you stay informed throughout.

3

Test, Deploy, Hand Over
We test together against real data and real scenarios. When it behaves correctly, it goes live. You receive everything — admin access, source code, workflow exports, documentation — on accounts you own. A 30-day warranty covers anything I built. After that, you’re independent — or on optional monthly maintenance, if you’d rather never think about it again.

• READY TO ELEVATE YOUR BUSINESS?

Let's find out what can be leveled up
out of your business – for free.

Let's find out what can be leveled up out of your business – for free.

Book your free 30-minute consult session. No pitch. No commitment. Just a clear picture and breakdown of what can be improved from your business.

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