to spec
2024
Social-dating prototype, match flow + plan-a-night-out group invites.
02 · Outcomes
Numbers, not adjectives. The stats below are pulled from production. Anything still live, still measured.
to spec
2024
scope
mobile
tech in stack
React Native · Redux
shipped
year of build
03 · Overview
Dating app with a twist: matching is built around real plans, not endless swipes. Pick a place, invite a date or a group of friends, settle the night out without the usual ten-message coordination. Prototype-stage build, design system, match flow, and group-invite mechanics all working end-to-end.
05 · Process
Four phases. Each one with a deliverable the client could see, not a slide deck of intent.
Mapped the audience, the core flows, the constraints. Stack picks came after the user story — they followed what the product had to do, not the other way around.
Schema-first. Data flow, service boundaries, what gets cached and where. The boring decisions made on purpose so the build above them stays honest.
Frontend, backend, deployment, the operational pages. Honest weekly demos, no Tuesday-before-launch heroics, no hidden scope.
Store / web release cycles, monitoring, analytics, the dull work that decides whether a launch survives 48 hours. Documented handover.
06 · Decisions
Tech is downstream of decisions. These are the calls made early enough to compound the right way. The ones a code review six months later still agrees with.
One engineer from schema to deploy. Removes the most expensive failure mode in product builds — the seam between specs and code where intent dies.
Data shapes first, screens second. The frontend is a view of the data, not a parallel reality. Saves weeks of rework when scope shifts.
Relational stores for payments and ledgers (ACID is non-negotiable), document stores for content, Redis for cache. Pick the dull tool for the dull job.
06 · Let’s build
I take 4–5 freelance projects a year. Cold pitches welcome. I reply within 24 hours on weekdays.