Find the constraint
Before adding technology, find what is actually limiting the product, system or business.
ENGINEER · OPERATOR · BUILDER
From complexity
to execution.
I build and operate systems where product, infrastructure and economics meet. Some of that work is public. Some of it isn’t.
The pattern has held across two decades of software, product, infrastructure and company-building: the interesting problems usually live between disciplines.
How I work ↓SELECTED PROOF
Range is useful
when it compounds.
The strongest proof is work that crossed boundaries and still moved something measurable.
At Terapeak, experimentation, engineering, data and revenue converged around outcomes. AI prototypes had to prove ROI. Retention work had to move churn. Product decisions had to move ARPU.
That same operating instinct carries into mobility, financial technology and software platforms: architecture, reliability, cost, automation and product direction belong in the same frame when the outcome depends on all of them.
TERAPEAK · ACQUIRED BY EBAY
Treat product, data and growth as one operating system.
The discipline was simple: technology only counted when it survived contact with a measurable business outcome. That continued through the company’s acquisition by eBay.
400%ROI from AI-driven prototypes
−4%annual churn improvement
+10%ARPU year over year
SYSTEMS · SCALE · JUDGMENT
Scale changes the stakes, not the question.
MOBILITY · FINTECH
At scale, engineering decisions become operating decisions: reliability, cost, workflow and product direction move together.
AI · SOFTWARE · PRODUCT
I still build because proximity matters. New capability is only useful when it survives a real constraint, a real user and real economics.
BREADTH OF WORK
Different industries.
The pattern holds.
From marketplaces to mortgage lending, risk software, ERP, mobility and digital products, the environment changed. The instinct stayed the same: understand the system, find the friction, make the decision better, and build for real use.
MARKETPLACES · MOBILITY
Make complex markets legible enough to act on.
Terapeak and eBay meant marketplace intelligence at scale. Peer-to-peer car sharing meant a live transaction platform with vehicles, owners, renters, trust and operations in the loop. Different surfaces; both demanded clarity, reliability and useful decisions.
LENDING · RISK · ENTERPRISE
When the system carries risk, details become leverage.
Digital mortgage lending, risk-management software at Dyadem and ERP work at IHS put workflow, integration, decisioning and reliability under real pressure. The cost of friction — and of getting the system wrong — was visible.
DIGITAL PRODUCTS · INDEPENDENT BUILDING
Keep building long enough and the medium changes.
Agency work at JaTech and Asskickin Solutions, plus my own design firm, began with web and digital work. That grew into software, platforms and product. Alongside company roles, I’ve kept building independent products and experiments across other industries.
A WORKING PRINCIPLE
“The interesting problems usually live between disciplines.”
That is why I don’t separate engineering, product and business when the problem itself doesn’t. The system is the thing.
More about how I think →OPEN CHANNEL
Interesting problem?
Start there.
The best conversations usually start with a hard problem, a real constraint, or something ambitious that needs to work. If that’s what you’re building through, I’m interested.