Our Work
Selected projects
A selection of recent projects that demonstrate our capability across machine learning, software engineering, and data science.
Asset Inspection Software Framework
Developed an auditable software framework for asset inspection in compliance with international standards, including real-time synchronisation and reporting, resulting in a significant increase in efficiency, capability, and cost saving.
Highway Inspection Safety Simulation
Designed and implemented a system for simulating inspection activity on an active highway and quantifying worker safety.
Non-Newtonian Fluid Surface Velocity Estimation
Designed and implemented a robust system for estimating the free surface velocity of non-Newtonian fluids using computer vision techniques, neural networks, and other machine learning tools to track the evolution of visual features over time and space.
Outpatient Appointment Management App
Implemented a mobile app for outpatient appointment management and symptom tracking for the Canterbury District Health Board.
Toxicology Reporting Automation
Implemented an automated system and client portal for toxicology reporting for the Canterbury District Health Board.
Predictive Maintenance Risk Model
Developed a national work order risk prediction model for Transpower used to manage predictive maintenance work order budgeting and scheduling, enabling reallocation of $6M in its first year and annual cost savings over $150K year on year.
Fraud Detection System
Developed a machine learning based fraud detection system for a US online ticket platform resulting in annual cost savings over $1.2M.
Scalable E-commerce Data Pipelines
Designed and implemented scalable data pipelines for a variety of e-commerce companies in the US.
Recommendation Systems at Scale
Designed and implemented multiple recommendation systems for a US e-commerce company used to generate billions of impressions for millions of unique users per year.
Real-Time Personalisation Engine
Designed a recommendation system for real-time user personalisation for a New Zealand broadcast company.
Research Advisory
Provided expert advice on a variety of research projects run by start-ups and Crown Research Institutes (CRIs).
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