Selected work

Designed with intent. Built to solve real problems.

A collection of digital products, design systems, machine learning systems and engineering projects spanning product design, frontend development, artificial intelligence and data.

012025In development
SiteResolve
SiteResolve helps construction and property teams report a defect on site, assign it to the right trade, collect evidence of the repair and sign it off, all in the same record.
Product Design · Design Engineering · UX/UI
- Product Research
- Brand Expression
- Content
OutcomePublic product site, waitlist open
View case study: SiteResolve
02
Make It Responsive
A Figma plugin that automatically converts designs across different screen sizes using responsive layout logic, reducing hours of manual resizing to seconds.
Design Automation · Figma Plugin · Product Engineering
- Product Design
- Figma Plugin Development
- Responsive Design
Outcome10K+ users · conversion in ~2 seconds
View case study: Make It Responsive
032026
Predictive Maintenance for Turbofan Engines
A comparative evaluation of eight AI approaches for predicting the remaining useful life of degrading aircraft turbofan engines using NASA C-MAPSS data.
Artificial Intelligence · Predictive Maintenance · Research
- Machine Learning
- Deep Learning
- Time-Series Modelling
- Spiking Neural Networks
OutcomeBest official-test RMSE of 12.57 cycles across 8 approaches
View case study: Predictive Maintenance for Turbofan Engines
04
Axon UI
A shared Figma and React component library designed to create a more consistent workflow between product design and frontend development.
Design System · React · Frontend Engineering
- Design Systems
- Figma
- Component Architecture
OutcomeOne component library across Figma and React
View case study: Axon UI
05
Plantify
An AI-powered application that identifies plants from images using computer vision and machine learning.
Computer Vision · AI Product · Product Design
- Machine Learning
- AI Product Development
OutcomeOver 90% identification accuracy
View case study: Plantify
Plantify preview
06
Mankela
A business platform designed to simplify operations by connecting skilled manpower, structured business processes and technology services.
Business Platform · Product Design
- UX/UI
- Business Process Design
- Digital Product Strategy
OutcomeManpower, processes and technology in one platform
View case study: Mankela
Mankela preview
07
Liquid State Machine for Audio Denoising
A Liquid State Machine using spiking neural networks to recognise temporal audio patterns and filter unwanted noise from sound signals.
Spiking Neural Networks · Neuromorphic Computing
- Liquid State Machines
- Audio Processing
- Machine Learning
View case study: Liquid State Machine for Audio Denoising
082026
Ozon Priority-Aware Data Pipeline
A priority-aware big-data pipeline designed to process and organise high-volume e-commerce data through a structured data engineering workflow.
Big Data Engineering · E-commerce
- Pipeline Architecture
- Data Processing
- E-commerce Systems
OutcomeFour isolated priority tiers on Azure Event Hubs
View case study: Ozon Priority-Aware Data Pipeline
09
Salary Benchmark Prediction System
An end-to-end machine learning system for analysing workforce data and predicting salary benchmarks using multiple regression and predictive models.
Machine Learning · Regression · Data Analysis
- Data Preparation
- Exploratory Data Analysis
- Feature Engineering
- Model Evaluation
View case study: Salary Benchmark Prediction System
Salary Benchmark Prediction System preview

Designed with intent. Built to solve real problems.

SiteResolve

Make It Responsive

Predictive Maintenance for Turbofan Engines

Axon UI

Plantify

Mankela

Liquid State Machine for Audio Denoising

Ozon Priority-Aware Data Pipeline

Salary Benchmark Prediction System