Kris Harrison.
Applied AI Solutions Development — George Brown College.
Post-Graduate Certificate · Toronto, Canada · 2026–2027
About Me
I'm a Toronto-based AI developer and consultant with over a decade of commercial experience. I founded HarrisonAIX to solve real business problems with practical AI — not buzzwords — and I'm now formalising that expertise through George Brown College's Post-Graduate Certificate in Applied AI Solutions Development.
My background sits at the intersection of engineering and go-to-market: I've built RAG pipelines and LLM-powered automation workflows while simultaneously leading technical SEO campaigns that contributed to over $2 million in pipeline growth. That dual perspective — technical depth paired with commercial fluency — is what I bring to every engagement.
Outside work you'll find me exploring Toronto's food scene, tinkering with self-hosted infrastructure on Proxmox, or researching the latest developments in agentic AI.
Quick Facts
Curriculum Vitae
KRIS HARRISON
Toronto, Ontario · (647) 200-5945 · [email protected] · harrisonaix.com
Professional Objective
An experienced AI developer and commercial strategist currently deepening my technical foundation through Applied AI Solutions Development at George Brown College. With 10+ years of client-facing expertise spanning technical consulting, SEO, and full-stack AI engineering, I am focused on bridging the gap between emerging AI capabilities and real-world business value — helping organisations adopt, implement, and scale intelligent solutions that drive measurable growth and operational efficiency.
Highlights of Qualifications
- Over 10 years of experience in client-facing commercial roles, consistently exceeding growth targets and contributing to over $2M in pipeline growth through technical SEO and automation.
- Advanced proficiency in Python and modern LLM frameworks, including hands-on experience building RAG pipelines and AI-powered automation workflows.
- Proven ability to translate complex technical concepts into practical business solutions for non-technical stakeholders, accelerating AI adoption across diverse business units.
- Technical expertise in full-stack development using React, Astro, and Vercel AI SDK to deploy scalable AI-driven business tools.
- Expertise in API integrations and cloud infrastructure, utilising Cloudflare Workers and PostgreSQL to streamline enterprise-level data flows.
- Skilled in technical project coordination and cross-functional collaboration, ensuring alignment between engineering roadmaps and commercial objectives.
Core Skills
Professional Experience
Founder & AI Developer
HarrisonAIX · Toronto, Canada
- Architected AI-powered tools using Cloudflare Workers and vector search to automate repetitive business processes, reducing manual task time by 30%.
- Engineered Python-based automation workflows integrating Gmail and Google Sheets APIs to qualify 100+ leads weekly, increasing lead conversion rates by 20%.
- Implemented internal monitoring systems using automated documentation tools to track AI performance metrics, resulting in a 15% increase in operational efficiency.
- Scaled AI enablement solutions by deploying modular integration frameworks, supporting a 25% growth in client onboarding capacity.
Digital Marketing Director
Netsweeper INC · Waterloo, Canada
- Led all marketing initiatives including media buys, Google Ads campaigns, search engine optimization (SEO), and social media strategy.
- Generated 900% ROI on all Google Ads campaigns through advanced PPC management and optimization.
- Increased lead generation and profits by ranking corporate websites using targeted SEO strategies for high-value keywords.
- Created and developed websites, led new business development, and executed customer acquisition strategies including YouTube video campaigns.
Founder & Technical Consultant
JumpSearch · Toronto, Ontario
- Founded a technical consulting business focused on SEO and digital strategy, servicing 15+ B2B technology clients and achieving a 90% client retention rate.
- Managed concurrent strategic projects using technical SEO audits and data analytics to improve client organic search visibility by an average of 35%.
- Translated complex technical strategies into executive-level business value presentations, securing $500k+ in annual contract renewals.
Education
Post-Graduate Certificate — Applied A.I. Solutions Development
George Brown College · Toronto, Canada
Technical Projects
HarrisonAIX Dispute Sandbox™ & Reddit AI Games
Reddit Devvit · Google Gemini API · Vite & Hono
- Architected a rapid-deploy, model-agnostic, multi-agent AI simulation engine operating natively within Reddit via the Devvit framework.
-
Implemented post-scoped state persistence with
@devvit/redis, multi-agent reasoning via Google Gemini API (gemini-3.1-flash-lite), and custom Vite components with compiled Hono routes. - Deployed live interactive Reddit applications (Business Council, The Senate, Slop-Cops) to stress-test policies, dispute resolution workflows, and map organic human negotiation thresholds.
Toolkit — Enterprise AI Platform
toolkit.harrisonaix.com ↗- Developed a full-stack AI platform integrating GitHub, Google Drive, and Notion to support configurable AI workflows and reusable agent-based business solutions.
- Built internal AI accelerators using Next.js, Vercel AI SDK, and PostgreSQL to streamline AI adoption and operational scalability.
- Designed reusable automation frameworks to improve workflow efficiency and reduce repetitive manual processes.
Smart Search — AI-Powered Knowledge Assistant
harrisonaix.com/smart-search ↗- Engineered an AI-powered document retrieval system using Python and Retrieval-Augmented Generation (RAG) workflows.
- Built ingestion pipelines for PDFs and web content, enabling cited knowledge retrieval and contextual search capabilities.
- Improved internal information accessibility through semantic search and AI-assisted response generation.
HarrisonAIX Dispute Sandbox™
A rapid-deploy, model-agnostic, multi-agent AI simulation engine deployed natively within high-engagement digital environments such as Reddit (via Devvit).
Behavioral Data & Policy Stress-Testing
The HarrisonAIX Dispute Sandbox™ captures real-world human behavioral data, negotiation thresholds, and dispute escalation patterns in a highly structured, anonymized format.
By stress-testing policies, bylaws, and dispute resolution workflows against thousands of organic and paid user interactions, enterprises and administrative bodies can de-risk their operations, optimize automated mediation systems, and map user compromise thresholds.
Technical Specifications
@devvit/redis) Session state scoped to Reddit Post ID
gemini-3.1-flash-lite multi-agent agents
Custom components & compiled routes
Native interactive posts across subreddits
Deployed Reddit Applications
Live AI interactive post games operating across active Reddit communities.
business-council
Deployed in 2 communitiesPitch your strategy to a council of seven AI specialists. Defend your choices against their domain-specific challenges and earn your final AI readiness score.
the-senate-game
Deployed in 3 communitiesAn autonomous multi-agent political strategy game running natively on Reddit. Interact with the agents, influence the chamber, and shape the galactic narrative.
slop-cops
Deployed in 2 communitiesSlop-Cops Tribunal is a custom Reddit post game powered by Google Gemini AI. Players submit a URL and watch five distinct cop personalities debate its "slop" quality.
Work Samples
A selection of projects demonstrating applied AI development, full-stack engineering, and technical writing.
Production Astro site at harrisonaix.com — custom components, SEO architecture, Cloudflare Workers integration, and AI chatbot deployment.
Configurable AI workflow platform integrating GitHub, Google Drive, and Notion. Built with Next.js, Vercel AI SDK, and PostgreSQL.
AI-powered semantic search engine with PDF and web ingestion pipelines, cited retrieval, and contextual response generation.
Lead Qualification Automation
Python workflow integrating Gmail and Google Sheets APIs to qualify 100+ leads weekly, improving conversion rates by 20%.
// Additional work samples (PDFs, videos, reports) will be uploaded here throughout the programme.
Certificates & Diplomas
Formal credentials, professional certifications, and programme completions.
Enterprise Design Thinking Practitioner
IBM SkillsBuild · Issued 30 Jul 2026
Post-Graduate Certificate — Applied AI Solutions Development
George Brown College · Expected August 2027
Placeholder: Industry Credential
Issuing Body · To be added
// Additional certificates will be added here as they are earned.
Academic Transcripts
Official and unofficial transcripts from current and prior academic programmes.
George Brown College
Applied AI Solutions Development · Sep 2026 – Aug 2027
| Course | Code | Semester | Grade |
|---|---|---|---|
| Introduction to AI & Machine Learning | COMP-4xxx | Fall 2026 | — |
| Python for Data Science | COMP-4xxx | Fall 2026 | — |
| Generative AI & Large Language Models | COMP-4xxx | Winter 2027 | — |
| Applied Capstone Project | COMP-4xxx | Summer 2027 | — |
// Official grades will populate as the programme progresses. An official transcript PDF will be uploaded at the end of each semester.
// Official transcript documents will be uploaded here each semester.
// END OF PORTFOLIO
Get in Touch
Questions about this portfolio, or interested in collaborating? Reach out directly.
[email protected]