● Work

Completed work, shown anonymously.

Selected examples without client names: the problem, what changed technically, and what became easier afterwards. More detail can be shared in conversation where confidentiality allows.

W.01 Data operations · System migration

High-volume migration validation tool

The problem

An organisation needed a reliable way to compare outputs during a major system change, with teams reviewing a large volume of differences under time pressure.

What we built

A browser-based validation workflow for comparing structured exports, surfacing exceptions, filtering by issue type and helping reviewers work through discrepancies consistently.

What changed

Differences made visible and reviewable
Reviewers had a shared view of exceptions
Manual checking replaced with a repeatable process

W.02 Consumer SaaS · Food planning

Meal planning SaaS product, built full stack

The problem

A meal-planning product needed to move from concept into a usable web application with real grocery data, generated plans and the product plumbing to support users.

What we built

A full-stack SaaS web application with grocery scrapers, recipe and meal-plan logic, account flows, data storage, admin tooling and the frontend experience.

What changed

Product moved from idea to working platform
Scraped grocery data became usable planning inputs
Core customer journey built across frontend and backend

W.03 Mobile app · Dating

London dating app for iOS and Android

The problem

A London-based dating product needed a mobile app from scratch, covering product shape, interface design, cloud setup and release-ready implementation.

What we built

Designed and built the iOS and Android app with Expo, AWS backend services, authentication, matching flows, profile UX and production-minded app architecture.

What changed

Cross-platform app delivered from a blank slate
Cloud backend and mobile frontend built together
UI and UX shaped around the product's local market

W.04 Regulated services · Risk operations

Risk screening API and review interface

The problem

An operational workflow needed to surface potentially higher-risk activity earlier and give reviewers a clearer way to assess signals before cases progressed.

What we built

An API and frontend for applying screening rules, presenting flagged cases and supporting controlled testing within an existing operational workflow.

What changed

Risk signals exposed through a usable review interface
API designed to fit into an existing screening process
Reviewers had a practical way to assess flagged activity

Next step / Project fit

Reporting problem, data gap, internal tool, platform idea or AI workflow worth testing?

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