Reliability
Schema checks and eval harnesses catch bad output before it reaches production.
Portfolio
Full-stack developer
Now
Seven years as a full stack developer, across multiple sectors. Now, I'm building AI automations and leveraging the full AI SDLC

Selected work
n8n workflow that scores a job URL, drafts a package for strong fits, and stops for a human
Rebrandable Next.js site for a Winnipeg realtor: listings, guides, leads, and a mortgage calculator
Socket.IO support inbox with assignment, tickets, analytics, and an embeddable widget (script + iframe)
Approach
Schema checks and eval harnesses catch bad output before it reaches production.
Traces and audit artifacts for debugging, compliance, and incident response.
Clear boundaries, few dependencies, and increments that can actually be deployed.
Stack
Timeline
Seven years shipping production software, most recently at MITT and IntouchCX.
February 2024 – May 2026
Manitoba Institute of Trades and Technology · Winnipeg, MB
March 2020 – October 2023
IntouchCX · Winnipeg, MB
May 2019 – November 2019
Sightline Innovation
November 2018 – February 2019
Bit Space Ltd.
Diploma in Software Development
Manitoba Institute of Trades and Technology · February 2019