AI Agent Engineering
I connect Claude, OpenAI and Grok models to tools and business data, and design agents that pass anything uncertain to a person instead of guessing.
Toronto, Ontario, Canada
AI Automation Developer, Business Systems Architect and founder of 6ixOnline. I design AI agents, private AI setups and business automation for professionals and small businesses, with people in charge of the decisions that matter.

The story
I'm the founder of 6ixOnline. My background is in websites, campaigns and day-to-day operations for service businesses in travel and transportation.
Working on both sides showed me where the time really goes: the enquiries that need a fast reply, the follow-ups that get forgotten, the bookings that need coordinating and the reports nobody has time to compile. So I now focus on the systems underneath.
I keep the work practical. Automation handles the repeatable steps, people still make the judgement calls, and I stay accountable for how the system runs. That approach is what 6ixOnline is built on.






Technical focus
Three capability areas, each with an honest experience level per tool in the toolkit.
I connect Claude, OpenAI and Grok models to tools and business data, and design agents that pass anything uncertain to a person instead of guessing.
I run open-weight models locally with Ollama and am working towards GPU-hosted inference, including the NVIDIA AI Infrastructure and Operations certification.
I map how work moves through a business, then connect the CRM, messaging, booking and reporting tools so the repeatable steps run on their own.
Philosophy
Understand the customer, business goal, and complete journey before refining the surface.
Make ambitious ideas practical enough to support real customers and day-to-day work.
Use useful campaign indicators, customer feedback, and operational friction to guide the next improvement.
Certifications
Completed and in-progress learning across project management, safety, service, cloud, networking, cybersecurity, and AI infrastructure.
Google Career Certificates
January 2025
HCL GUVI
March 2023
Udemy
December 2024
First aid and CPR certification
Completed
Smart Serve Ontario
Completed
Amazon Web Services
In progress
Microsoft
In progress
CompTIA
In progress
Cisco
In progress
Microsoft
In progress
NVIDIA
In progress
Right now