AI Automation & Integration Engineer

Building AI systems that automate revenue, operations & growth.

Specializing in n8n workflows, ComfyUI pipelines, local LLM/Ollama deployments, and production-grade integrations across Stripe, Shopify, Xero, and custom APIs.

Book an AI Systems Consultation View Case Studies

n8nComfyUIOllamaStripeShopifyXeroUiPathDigitalOcean

What I do

AI workflow automation (n8n, UiPath, Python)
AI media pipelines (ComfyUI, image-to-video)
Local LLM deployment & integration (Ollama)
Revenue & payment systems (Stripe, Shopify, Xero)

System Architecture

AI Automation Pipeline

Trigger

n8n

AI Model

Action

Notify

Payment Pipeline

Stripe

Webhooks

API

Dashboard

AI Media System

Input

ComfyUI

Ollama

Output

20+

Workflows Automated

99.9%

Production Uptime

Stripe

Webhooks Experience

Full-Stack

& Deployments

Capabilities

What I Build

AI-powered systems designed for reliability, performance, and measurable business impact.

AI Automation Systems

End-to-end AI-powered workflow automation with n8n, UiPath, and Python. From intelligent lead routing to AI-enhanced data pipelines, built to run unattended and at scale.

n8nUiPathPythonAI

AI Integration Engineering

Connecting AI models, SaaS platforms, and APIs into unified automation pipelines. Stripe payments, Shopify e-commerce, Xero accounting, and CRM integrations — all orchestrated seamlessly.

StripeShopifyXeroAPIs

AI Media Systems

ComfyUI-based image and video generation pipelines. Local LLM/Ollama deployments for private, cost-effective AI inference. Custom AI media workflows for content automation.

ComfyUIOllamaLLMText-to-ImageImage-to-Video

Full-Stack AI Infrastructure

Production-grade applications on Next.js and NestJS with AI capabilities baked in. Deployed to DigitalOcean VPS with AWS S3, queues, and end-to-end observability.

Next.jsNestJSVPSAWS S3

Results

Featured Case Studies

Real-world systems delivering measurable outcomes.

Production · Backend Engineering + Integrations

Multi-Tenant B2B SaaS Engine

Main backend developer on a production multi-tenant B2B gifting platform. Engineered a modular, extensible NestJS codebase covering multi-tenant isolation, product variation modeling, async SQS worker patterns, and integrations with Stripe, Shopify, Xero, and AWS S3.

Module

Per-domain NestJS structure: consistent across all feature areas

Guard

Layer tenant isolation — scoping enforced structurally, not by convention

NestJS · TypeScript · AWS SQS · Stripe · MikroORM

Read case study

Production · Backend Modernization + Data Engineering

Marketplace Backend Modernization

Modernized a legacy NestJS marketplace backend using Hexagonal Architecture and quickly ramped up on an existing Apache Airflow DAG-based ETL system to implement data processing enhancements and workflow improvements.

100%

Technical debt eliminated from legacy backend

Hex

Architecture — Ports & Adapters pattern adopted

NestJS · Airflow · PostgreSQL · MongoDB · Python

Read case study

Production · Full-Stack + Data Engineering

Real Estate Investment Data Pipeline

Contributed full-stack development on a commercial real estate evaluation platform — building backend data aggregation services, structured evaluation logic, ETL pipelines, and a Next.js reporting dashboard to turn raw property data into actionable investment insights.

ETL

Pipeline aggregating market, property, and geospatial data sources

Dual

Database persistence — MongoDB (documents) + PostgreSQL (relational)

NestJS · Python · Airflow · PostgreSQL · Next.js

Read case study

About Me

I build systems today so you don't have to work as hard tomorrow.

My philosophy is simple: If I have to do it three times, I automate it.

I started my career as a software engineer, but I quickly realized that the biggest bottleneck in most businesses isn't the code—it's the manual "busy work" that slows teams down.

Now, I apply that engineering mindset to operations. I don't just patch problems; I build self-sustaining architectures (using n8n, Python, and AI) that make every future task faster, cheaper, and easier than the last.

Process

From Discovery to Production

A structured, transparent workflow designed to deliver reliability.

Discover

Understand your business processes, pain points, and revenue goals through a focused strategy session.

Architect

Design integration maps, data flows, and system architecture in collaboration with stakeholders before implementation.

Build

Develop the solution iteratively with clean code, proper error handling, and comprehensive testing.

Deploy

Ship to production with SSL, monitoring, health checks, and zero-downtime deployment strategies.

Optimize

Monitor performance, refine workflows, and scale the system as your business grows.

Ready to automate with AI?

Let's discuss how AI automation and integration can reduce overhead, improve reliability, and accelerate your revenue.

Book an AI Systems Consultation