Services

Four kinds of work. One person accountable.

Engagements stay narrow on purpose. You hire the slice that is blocking the business, then stop when the system can stand without a consultant in the loop.

01 · AI product engineering

Put intelligence in the workflow, then measure it

Retrieval, agents, classification, and human-in-the-loop flows. The job is a product people will use on a Tuesday — with evaluation, cost control, and a fallback when the model is wrong.

02 · Web development

Platforms that marketing, ops, and customers can share

Marketing sites, product apps, dashboards, and APIs. Modern front ends, clean content models, and the integrations that stop teams from exporting another spreadsheet at 11pm.

03 · Architecture & modernization

Unpick the pile without stopping the shop

Cloud shape, service boundaries, data ownership, and staged rewrites. Useful when the stack still works, but every new feature costs more than the last one.

04 · Advisory & due diligence

A written opinion before the expensive yes

Vendor reviews, build-vs-buy, technical diligence for investment or acquisition, and fractional CTO hours when the team is capable and the decision still needs a name on it.

Typical starting points

If any of these sound familiar, write.

Prototype The AI demo impressed the room. Production has no owner.
Rebuild The site or app is carrying last decade’s decisions.
Choice Three vendors, one budget, and a board date.
Gap You have builders. You need a principal for a season.

Send the constraint, not a brief written for an agency.

Open the contact page fqr65@hotmail.com