Full Stack AI Engineer

I build automation and AI systems that take the repetitive work out of how a business already runs.

8 shipped automation pipelines, plus full-stack web and mobile products. Every case study below shows the workflow, not just the outcome.

See the work Get in touch

Experience

Where I've done this

Seven years across automation, applied AI research, and full-stack product work.

Feb 2024 — Present
Full Stack AI Engineer · SparkoSol
Automation and AI systems work: n8n and Make.com workflows, RAG pipelines, and LLM agents wired into the tools clients already run on.
- n8n
- Make.com
- RAG
- LLM agents
Jan 2022 — Jan 2024
AI Research · MachVision
Data pipelines and deep learning models for satellite imagery analysis.
- Deep learning
- Data pipelines
- Satellite imagery
Jan 2018 — Dec 2021
Full Stack Web Developer · Freelance / Agency work
Full-stack web development for agencies and direct clients: Laravel back ends, Shopify/Liquid storefronts, and Vue.js/React.js admin panels and client-facing apps.
- Laravel
- Shopify/Liquid
- Vue.js
- React.js

Work

Automations, apps and products

Automation case studies show the actual workflow — nodes, order, and what fires where.

Two-Way Task Sync Pipeline

Tasks lived in two systems and drifted apart daily — now both stay in step automatically, in both directions.

n8n
Google Sheets
REST
GraphQL

Automated Influencer Invoicing & Global Payout Pipeline

Influencer invoices arrived as a mess of forms and messages — now submission to international payout runs end to end without finance touching it.

Jotform
n8n
Xero
Slack

AI-Powered Conversational ERP Query Assistant

Getting a number out of the ERP meant filing a request — now anyone asks in plain English and gets the answer back in seconds.

n8n
OpenAI
LangChain
Aspire ERP

Automated AI Transcript-to-LinkedIn Content Engine

Recorded calls held plenty of publishable material — now each transcript turns itself into drafted LinkedIn posts, ready to review.

n8n
OpenAI
LangChain
Google Docs

Automated Multi-Sheet to HubSpot Lead Ingestion Engine

Leads arrived in a dozen differently shaped spreadsheets — now they land deduplicated and mapped straight into HubSpot.

n8n
Google Drive
Google Sheets
HubSpot

Multi-Agent AI Certification & Knowledge Base Chatbot Suite

Certification questions and knowledge lookups both went to a human — now a set of specialised agents handles each, and hands over only what it should.

n8n
Airtable
Typeform
OpenAI

LinkedIn Profile Extraction & CRM Enrichment Pipeline

Prospect research was copy-paste work by the hour — now profiles are extracted, structured and written into the CRM on their own.

n8n
Apify
Airtable

Dynamic ATS-Friendly Resume Generation Pipeline

Every tailored resume was rebuilt by hand in a document editor — now structured data renders into a clean, ATS-readable file automatically.

Airtable
Carbone
Google Drive

In progressMobile app

PrepDeck

Paste a job description, get the interview questions you are actually likely to be asked — with model answers.

PlannedSaaS

Lumina

AI resume tailoring and job-application assistant — a web app plus a browser extension that works on the job board you are already on.

Skills

The stack

Automation: n8n
Make.com
Zapier
Workflow design
AI/ML: RAG pipelines
LLM agents
LangChain
OpenAI API
Deep learning
Backend: Laravel
PHP
Python
Node.js
PostgreSQL
Frontend: React.js
Next.js
Vue.js
TypeScript
Tailwind CSS
Other: Shopify / Liquid
Admin panels
System design
Kotlin

Contact

Have a process worth automating?

Tell me what the manual version looks like today — that is usually enough to say whether it is worth building.