Selected work 2018–2026

Engineering ownership behind real products.

Production AI, automation and software platforms where I owned meaningful problems across architecture, implementation, delivery and reliability.

Product names are used where approved. Proprietary source code, internal data, private topology and unsupported metrics remain excluded.

Flagship work

Four systems, examined in full.

Further work

Documented on their own pages.

Product & Platform Engineering

Fitness & Wellbeing Platform

Scheduling, entitlements, commerce and staff operations held in one consistent model

Full case study

Production AI & Automation

Sagax

Skills-based equivalency scoring across unstructured academic documents

Full case study

Product & Platform Engineering

Servicelovers

Five product surfaces over one shared model of a service interaction

Full case study

Product & Platform Engineering

Asteria Smart Cash Flow

Banking integration and secure financial-data handling end to end

Full case study

Earlier Engineering Work

BrightBridgeConnect

Onboarding and enquiry paths treated as the commercial surface

Full case study

Earlier Engineering Work

Zi Airdrop Playground

Winner, Stellar Community Fund Round 11

Full case study

Production AI & Automation

Fluence

Evidence-linked assessment across a six-stage analysis pipeline

Full case study

Product & Platform Engineering

TurtlEd

Scheduling, embedded classrooms and attendance in one domain model

Full case study

Production AI & Automation

Ask People Team

Hybrid retrieval with human review and measured retrieval quality

Full case study

Production AI & Automation

ScribeFlow

Ack-after-commit, idempotent consumers, retry and dead-letter handling

Full case study

Product & Platform Engineering

BookRevs

Marketplace payments, waitlist offers and idempotent webhook handling

Full case study

Product & Platform Engineering

EducoGym

Manual gym operations → member self-service booking and admin platform

Full case study

Earlier Engineering Work

VanGo

Reduced initial load time by approximately 30%

Full case study

Archive

A wider record of products taken through real engineering work.

Named commercial platforms and independent systems where I held meaningful ownership across architecture, implementation, operations or technical leadership.

Experience, stack and credentials