I design and operate CRM architecture, lifecycle automation, commercial data systems, and AI-assisted internal tools. The first three are sanitized examples from live business operations. The rest are independent products and prototypes.
I redesigned a B2B lifecycle in HubSpot so qualification, ownership, handoffs, and follow-up could operate as one system instead of separate habits.
A commercial lifecycle works when every stage has clear data, ownership, and a next action.
I consolidated fragmented product, partner, and commercial information into a maintained system the team can search, update, and use for reporting.
Bring important information together, keep it current, and make it useful to the people doing the work.
A human-in-the-loop extraction workflow that turns messy product pages, labels, and documents into reviewable structured records.
Use AI to accelerate extraction while keeping validation and judgment in the loop.
A Winnipeg marketplace connecting business byproducts with people who can put them to use.
A business lists a useful material. Someone nearby discovers a new possibility.
A behavior-tracking app for noticing patterns through individual logs, stats, and weekly reports.
Individual entries build a history. Stats and weekly reports make patterns visible.
A drone-cleaning service concept with a complete website, service discovery, and an interactive quote journey.
Explore the sample quote journey. This concept does not send service requests.