Hanover, Ontario · Available for work

Precision
manufacturing
mindset.
Applied to
your project.

CAD  ·  Automation  ·  AI Image Workflows  ·  Smart Home  ·  Technical Consulting — Grey Bruce & Remote

Grew up around machines — my father was a mechanical engineer, and I ran CNC equipment for several years through the 2010s. Still on the floor now. That background means I think in tolerances, sequences, and consequences. I work with AI as a force multiplier — meaning you get agency-level output at a fraction of the cost, with a human who actually understands what's being built.

Tell me about your project → See My Skills
Available for new work
📍 Grey Bruce Region, ON
🔧 Local + Remote
// input: client problem
human.skills → precision + context
// trade knowledge, local insight,
// machinist instincts, hands-on experience

ai.tools → speed + breadth
// research, drafting, automation,
// code generation, documentation

output → better result, faster
// than either alone
// at a price that makes sense
How I Work

Human Skill,
AI Amplified

I use AI tools the same way a good machinist uses a CNC machine — it doesn't replace the skill, it multiplies it. I still make the decisions, understand the problem, and stand behind the work. The AI handles the parts that would otherwise slow things down.

What this means for you: faster turnaround, lower cost, and someone who can move between the physical and digital without missing a beat. From a custom fabricated part to an automated workflow — same person, same attention to detail.

"I'm not handing your project to a chatbot. I'm using every tool available to deliver better work. There's a difference — and most people can tell."

What I Do

Skills & Capabilities

A machinist's instincts mean thinking in tolerances, sequences, and consequences. That precision carries into every digital system I build.

⚙️
Machining Background
Grew up around mechanical engineering — my father's trade. I ran CNC equipment for several years through the 2010s and still work the floor today. That experience shapes how I approach every project, digital or physical.
CNC Inspection GD&T Manufacturing
🎨
AI Image Workflows
Building ComfyUI pipelines for consistent, repeatable AI image generation. Not one-off generations — engineered workflows with face consistency, pose control, and automated masking that produce the same quality output every time.
ComfyUI Flux IPAdapter FaceID ControlNet Inpainting
🤖
Automation & Workflows
Building automated pipelines that save time and eliminate repetitive work. Specializing in n8n for business process automation and AI-driven workflows.
n8n Webhooks API Integration Stripe
🏠
Smart Home Systems
Home Assistant setup and configuration, Zigbee device integration, local-first builds that don't depend on the cloud. Whole-home monitoring and automation.
Home Assistant Zigbee Jetson Nano Sensors
🌐
Web & Deployment
Building and deploying functional websites and dashboards. React, HTML/CSS, Netlify deployment. Clean, fast, no unnecessary complexity.
React Netlify HTML/CSS Web Forms
📐
CAD Design
Technical drawing and 3D modelling backed by real manufacturing knowledge. I design parts that can actually be made — not just parts that look right on screen. Working in Onshape, exporting to any standard format your shop needs.
Onshape STEP DXF STL Technical Drawing
AI Image Work

Pipelines,
Not Prompts.

Anyone can type into an AI image generator. Building a workflow is different — it's an engineered system with defined inputs, controlled outputs, and consistent results regardless of who runs it or how many times.

Using ComfyUI with Flux, IPAdapter FaceID, ControlNet, and custom inpainting nodes, I build pipelines that lock in face identity, control composition, and automate masking — the infrastructure layer that makes AI image generation actually usable at scale.

🦷
Dental visualization Portrait transformation with face ID preservation across multiple angles
📦
Product mockups Consistent product-on-background generation for e-commerce or marketing
🎭
Character consistency Same character, multiple scenes — without the "different person" problem
🏠
Interior visualization Room redesigns, renovation previews, before/after compositing
// sample pipeline architecture
INPUT
Load Image
→
IDENTITY
IPAdapter FaceID
→
MASK
Face Parser
CONTROL
ControlNet Pose
→
GENERATE
Flux Inpaint
→
OUTPUT
Save Image
~15sper image
$0per run (local GPU)
∞repeatable
Services

Available For

Local work in Grey Bruce region and remote projects across Canada. If you're not sure whether your project fits — just ask.

01
Precision Tooling — Coming Soon
Custom fabricated parts, gauges, and tooling under the PMT brand. Currently in development. If you have a specific need, reach out — it may be worth a conversation.
02
CAD Design & Technical Drawing
3D modelling and technical drawings for parts, assemblies, and custom components. Designed by someone who has actually stood at a machine making the thing — exports to STEP, DXF, STL, or whatever format your manufacturer needs.
CNC floor experience means I catch tolerance issues before they become expensive mistakes.
03
Business Automation
Automating repetitive tasks, connecting your tools, building workflows that run without you. Particularly good for small businesses spending too much time on manual processes.
I build n8n workflows that run while I'm on night shift — yours can too.
04
Smart Home Setup
Home Assistant installation and configuration, sensor deployment, local-first smart home builds. Privacy-conscious setups that don't depend on corporate clouds.
Local-first, no-cloud setups. Works when the power goes out — and in Grey Bruce, it will.
05
Web Projects & Dashboards
Simple websites, information dashboards, landing pages, and web forms. Fast to build, easy to maintain. Good for small businesses that need a professional online presence without agency pricing.
06
Technical Consulting
If you have a problem that's somewhere between "hire an agency" and "figure it out yourself" — that's exactly where I work. Hourly or project-based.
07
AI Image Workflow Design
Custom ComfyUI pipelines built for consistent, repeatable output. Product visualization, portrait transformation, brand asset generation, before/after compositing. You describe the result you need — I build the machine that produces it reliably, every time.
The difference between "generate an image" and "build a pipeline that generates the right image 100 times in a row."
Rates

Transparent Pricing

No surprise invoices. These are honest working rates — project quotes available on request.

CAD Design
$80–$150
per hour · or flat project rate
Technical drawings, 3D models, assemblies. Flat quotes available for defined scope jobs.
n8n Automation
$400–$1,200
per workflow · scope-dependent
Single workflow builds to full multi-system integrations. Includes testing and handoff documentation.
Smart Home
$150
per hour · fixed packages available
Setup, configuration, sensor deployment. Fixed-price starter packages for standard Home Assistant installs.
AI Image Workflows
$350–$900
per pipeline build · scope-dependent
Custom ComfyUI workflow design, testing, and documentation. One-off image generation also available at flat rate per batch.

All rates in CAD. Remote work billed hourly with estimate upfront. Not sure what your project needs? Just ask — scoping conversations are always free.

Based in Hanover, ON
Local work Grey Bruce Region
Remote work Anywhere in Canada
Response Within 24 hours


Get In Touch

Let's Talk
About Your Project

Tell me what you're working on. If it's something I can help with, I'll say so directly. If it's not, I'll tell you that too and point you somewhere useful.

No sales process. No retainer pitch. Just a straight conversation about whether I'm the right person for your problem.

LOCATION Hanover, Ontario N4N
AVAILABILITY Currently accepting new projects
RESPONSE Within 24 hours, usually faster

Note: I use AI tooling in my work. If that matters to your project — positively or negatively — mention it and we'll figure out the right approach together.