About

Make Complexity Invisible

Systems architect and AI orchestration specialist building infrastructure that lets creativity flourish.

Background

I treat AI as orchestration, not automation. Where others see chatbots and assistants, I see infrastructure: the invisible layer that transforms how work gets done.

My approach is evidence-based and precision-focused: build once, leverage forever. I design frameworks that eliminate repetitive decisions, letting teams focus on work that actually requires human judgment.

As an INTJ-T, I thrive on pattern recognition and systems thinking. I've spent years mapping how information flows through organizations, identifying friction points, and designing solutions that make complexity invisible.

0.1%

AI Early Adopter Tier

10+

Production AI Systems

24/7

Infrastructure Uptime

YYC

Based In Calgary

Capabilities

From identifying patterns to building frameworks that scale, turning complexity into leverage.

01

AI Orchestration

Designing AI as infrastructure, not automation. Systems that make decisions invisible.

02

Systems Architecture

Pattern recognition at scale. Finding the 20% of work that generates 80% of friction.

03

Process Optimization

Energy economics applied to workflows. Eliminating decision fatigue through design.

04

Framework Design

Teaching systems that scale. Build once, leverage forever.

Technologies

AI & Orchestration

Claude AIOpenAI APILangChainPrompt Engineering

Languages

TypeScriptPythonSQL

Infrastructure

Next.jsNode.jsPostgreSQLAWSVercel

Integration

Microsoft GraphAsana APIREST APIssystemd

Approach

High-Signal, Low-Noise

Communication should be direct and frameworks-over-details. If it can be a decision tree, it should be.

Energy Economics

Every system has friction costs. The best solutions eliminate decisions, not just automate tasks.

Intentional Adoption

True AI mastery means knowing when NOT to use it. The goal is invisible infrastructure, not visible tools.

Let's Work Together

Have a project in mind? I'd love to hear about it.

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