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Projects

A collection of showcases, prototypes, demoes and other interesting things built at work and outside work.

Featured Projects

Content Similarity Graph
Featured

Content Similarity Graph

An interactive map of every project and post, connected by meaning rather than manual links. Each piece is turned into a text embedding, and the ones that sit closest together get joined up. Drag, hover, and click to explore how the work relates.

AI Persona - Interactive User Research & Discovery
Featured

AI Persona - Interactive User Research & Discovery

A web app for founders, product teams, and educators to interview AI-powered personas, run interactive panel workshops, and auto-generate empathy and journey maps from transcripts, accelerating early-stage research and idea validation.

Colour Kit App
Featured

Colour Kit App

A personal iOS app on the App Store that lets you create and discover colour palettes, then visualise them on real-world objects using Augmented Reality.

2026
Mockup Suite
Live

Mockup Suite

A mockup studio for turning product screenshots into polished visuals, with AI-generated backgrounds, device frames, saved projects, sharing, and high-quality exports.

S.Luxury — AI Retail Experience

S.Luxury — AI Retail Experience

An AI-powered luxury retail experience where every product recommendation, try-on image, and advisor interaction is personalised to you. Not a model, not a generic catalogue.

Node.jsSAP AI Core+1
Content Similarity Graph
Live

Content Similarity Graph

An interactive map of every project and post, connected by meaning rather than manual links. Each piece is turned into a text embedding, and the ones that sit closest together get joined up. Drag, hover, and click to explore how the work relates.

D3.jsEmbeddings+1
2025
Predictive Asset Intelligence

Predictive Asset Intelligence

A predictive maintenance dashboard that uses SAP RPT-1 to forecast remaining useful life across a building estate, with no model training, no labelled pipeline, and a single API call.

Node.jsSAP RPT-1+2
Workforce of the Future

Workforce of the Future

An end-to-end immersive showcase built around a physical keychain that travelled through four AI-powered scenes. Humans, AI agents, and robots - one team, one story.

Node.jsSAP BTP+10
Robot Dog AI Inspection

Robot Dog AI Inspection

A Unitree Go2 robot dog navigates autonomously to a piece of failed equipment, films it, and a multimodal AI diagnoses the fault from video and audio, then auto-creates a purchase requisition in SAP S/4HANA.

PythonFlask+4
Experience Centre Assistant

Experience Centre Assistant

An AI assistant built as the operational backbone of the SAP UK Experience Centre, managing visitors, controlling the space, and handling demos through a single conversational interface.

Node.jsSAP AI Core+2
2024
AI Maintenance Assistant

AI Maintenance Assistant

A live camera compliance assistant for field workers. AI analyses safety gear and equipment readiness before a task begins, and the room's lighting changes colour based on what it sees.

Node.jsSAP AI Core+2
AI Persona - Interactive User Research & Discovery
Live

AI Persona - Interactive User Research & Discovery

A web app for founders, product teams, and educators to interview AI-powered personas, run interactive panel workshops, and auto-generate empathy and journey maps from transcripts, accelerating early-stage research and idea validation.

2023
Retail AI & IoT Connected Shelf

Retail AI & IoT Connected Shelf

An interactive retail showcase combining Customer Data Platforms (CDP) and live inventory with physical smart shelves and computer vision to deliver hyper-personalised shopping and automated operations.

Node.jsGenerative AI+3
BlokQR - Design & Track QR Codes
Live

BlokQR - Design & Track QR Codes

A QR code generator that lets anyone design a stunning, fully customised QR code in under a minute, with a Pro tier for dynamic codes you can redirect after printing and see every scan.

2020
Colour Kit App
Live

Colour Kit App

A personal iOS app on the App Store that lets you create and discover colour palettes, then visualise them on real-world objects using Augmented Reality.

SwiftARKit+2
Health & Safety for the Mining Industry

Health & Safety for the Mining Industry

iOS supervisor app using thermal imaging to mitigate Covid-19 spread within South Africa's mining industry, built on SAP Fieldglass.

SwiftFlirOne SDK+4
Gesture Control For Your Home

Gesture Control For Your Home

An iOS app that uses CoreML hand gesture recognition to control smart home devices — raise your hand to change the lights.

SwiftCoreML+3
Object Detection
Live

Object Detection

A live in-browser object detection demo powered by TensorFlow.js — identifies and labels everyday objects from your camera feed in real time.

PythonTensorFlow.js+2
Pose Estimation
Live

Pose Estimation

A live in-browser pose estimation demo using TensorFlow.js — tracks body keypoints in real time from your camera feed.

PythonTensorFlow.js+3
Experience Cam

Experience Cam

Computer vision tool that captures event feedback in real time using hand gestures — no buttons, no forms, just raise your fingers to rate 1–5.

PythonOpenCV+1
Emotion Powered Feedback

Emotion Powered Feedback

A browser-based Qualtrics integration that uses real-time facial emotion recognition to capture experience data — no button presses required.

PythonTensorFlow.js+3
Emotion Detection
Live

Emotion Detection

A live in-browser demo that detects faces, tracks 68 landmarks, and classifies expressions in real time — all inference runs locally via face-api.js.

JavaScriptface-api.js+2
Digit Recognition
Live

Digit Recognition

Draw a digit on a canvas and a convolutional neural network trained on MNIST classifies it live in your browser using TensorFlow.js.

PythonKeras+2
Covid-19 Stats Bot
Live

Covid-19 Stats Bot

A conversational bot built on SAP Conversational AI that provides real-time Covid-19 infection statistics for any country on demand.

SAP Conversational AINode.js+2
Insight into Action with Qualtrics

Insight into Action with Qualtrics

A showcase demonstrating how customer feedback captured via Qualtrics for iOS can automatically trigger real-world actions — closing the loop between experience data and operations.

SwiftQualtrics for iOS SDK+3
Fan Experience App

Fan Experience App

An AR-powered fan journey app built for a major international football club, delivering an unmatched stadium experience from arrival to final whistle.

SwiftARKit+3
Factory Robot Assistant

Factory Robot Assistant

A work-in-progress demonstrating how a robotic factory workforce can be managed and automatically deployed via a conversational interface — an iRPA showcase.

SAP Conversational AINode.js+3
InnovationX 2020

InnovationX 2020

SAP's flagship Innovation Labs event for 2020 — conceived and built over two months before being cancelled due to Covid-19.

SwiftARKit+3
SuccessFactors Showcase App

SuccessFactors Showcase App

A reusable iOS app prototype for the SAP SuccessFactors presales team, showing customers how the product can be customised to specific business needs.

Adobe XDSAP SuccessFactors
2019
UKISUG Connect 2019

UKISUG Connect 2019

SAP's Innovation Labs showcase at the UK & Ireland SAP User Group annual conference, featuring live emotion recognition, a Qualtrics charity cycling challenge, and real-time analytics.

PythonOpenCV+4
Augmented Advertising

Augmented Advertising

AR app demonstrating how augmented reality can create immersive brand experiences, allowing customers to interact with products and discover content in the physical world.

SwiftARKit 2+3