John Lee | About

I turn complex systems into products people trust and businesses can scale.

I've spent nine-plus years across Aeroplan, HBC, RBC, and Arc'teryx on acquisition, credit and payments, membership platforms, and customer communications. I hold a Master of Management Analytics from Queen's and still build independently when prototyping is the fastest way to learn. The thread is the same: make the tradeoffs explicit, connect product decisions to commercial outcomes, and ship work that holds up in regulated or high-scale environments.

Venn diagram of People, Business, and Technology with make it meaningful

What I value

Customer trust
People should not have to understand the machinery behind a product to feel confident using it.
Commercial honesty
I prefer metrics with clear definitions, reporting periods, and limits on what one team or feature can claim.
Durable capability
Good releases solve today's problem without making the next one harder. I look for platforms teams can extend.

Where I work best

Ambiguous strategy
The goal matters, but the product model, investment case, or delivery path is still taking shape.
Cross-boundary delivery
Customers see one journey while the company sees partners, policies, platforms, and separate roadmaps.
Build to decide
Analysis, prototypes, and small working builds often answer the question faster than another alignment meeting.

What I'm good at

Strategy you can fund and ship
Translate business goals into capability models, phased roadmaps, and investment cases executives can approve.
Analytical product leadership
Use funnels, cohorts, and experimentation to prioritize friction that actually blocks value, not vanity metrics.
Platform and technical fluency
Work credibly with engineering on identity, payments, integrations, and reliability without pretending to be an engineer.
Growth and lifecycle economics
Connect acquisition, activation, and retention for financial and loyalty products where late-stage behavior drives P&L.

Selected experience

Different environments. Same focus on the customer.