Selected work

Case studies

Real projects, real outcomes. From scaling a hospitality pivot to shipping AI on AWS Bedrock, each case study walks through the problem, the process, and the results.

15 case studies found

Web

Suzanne Clinton-Davis Occupational Therapy · Jul 2026 – Jul 2026

A brand-new therapy website built from scratch for a launching practice

Suzanne was launching her occupational therapy practice with no website at all. This was a greenfield project: I built one from the ground up around a single question, 'can this practice help me?', giving the new practice a credible, professional home from day one.

Greenfield

brand-new practice, built from scratch

pages designed & built

NetlifyNext.jsReactTailwind CSS

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A training platform that cut course updates from weeks to hours for an airline

AI/ML

Ryanair · Oct 2024 – Mar 2025

A training platform that cut course updates from weeks to hours for an airline

Ryanair's staff training was slow and expensive to update. Every change meant re-recording video with human instructors. I helped build a platform that took course updates from weeks to hours, with AI video lessons, a cited Q&A assistant, and voice practice that replaced paired role-play.

Weeks→hrs

course update time

82%

questions self-served

Amazon BedrockAmazon LexAmazon TranscribeSynthesia

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A stalled AWS project shipped in 3 days, saving ~6 weeks of wasted build

Platform

Global financial services (anonymised) · Jun 2024 – Jun 2024

A stalled AWS project shipped in 3 days, saving ~6 weeks of wasted build

A global bank had a working prototype stuck for months and a team about to spend six weeks fine-tuning a model they didn't need. In three on-site days I got the workload live, killed the unnecessary work, and left two of their engineers able to run and extend it themselves.

3 days

stalled project → live

~6 wks

wasted build avoided

AWSLambdaDynamoDBStep Functions

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A data pipeline that gave an airline's teams numbers they could finally trust

Platform

Ryanair · Jun 2024 – Dec 2024

A data pipeline that gave an airline's teams numbers they could finally trust

Ryanair's downstream teams were making calls on operational data that silently dropped records. I built a resilient, event-driven pipeline that stopped the data loss and scaled cost with load, giving operations, analytics and reporting numbers they could rely on.

records lost (was ~2%)

38%

lower pipeline cost

AWSAWS LambdaStep FunctionsS3

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Sub-second search across decades of video that shipped as an official AWS solution

AI/ML

Thomson Reuters · Apr 2024 – Sep 2024

Sub-second search across decades of video that shipped as an official AWS solution

Journalists at Thomson Reuters could search video archives by headline and date, but never by meaning, so decades of footage sat unused. I led the build that made it searchable by intent in under a second, published as an official AWS solution and showcased at IBC 2024.

Amazon BedrockAWS LambdaStep FunctionsOpenSearch

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A specialist practice site that turned occasional enquiries into a steady stream

Web

North London Lymphoedema Practice · Apr 2023 – May 2023

A specialist practice site that turned occasional enquiries into a steady stream

NLLP's patients research a long-term condition themselves, often on a phone in a waiting room. I built a fast, plain-English site that took enquiries from occasional to a steady weekly flow, launched in under two weeks, 100 across every Lighthouse score.

Next.jsTypeScriptTailwind CSSVercel

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