SELECTED ENGINEERING WORK / PORTFOLIO

Real problems. Working systems.

A growing body of hands-on work across predictive intelligence, geospatial computing, mathematical optimization, generative AI and enterprise software. Each case study highlights the challenge and approach without exposing proprietary implementation details.

FEATURED ENGINEERING WORK

Featured projects.

Technical breadth built through years of practical delivery across environments and industries.

Illustration for Weather Routing & Voyage Optimization

Geospatial & Optimization

Weather Routing & Voyage Optimization↗

Turning dynamic weather and ocean conditions into practical voyage decisions.

Custom A* routingDynamic programmingWeather-aware decision systems

Illustration for Predictive Maintenance & Equipment Health

Applied Machine Learning

Predictive Maintenance & Equipment Health↗

Using operational data to make equipment condition more understandable and actionable.

Spline regression for normal-behaviour modellingAnomaly detectionHealth scoring

Illustration for Operations Research & Cargo Optimization

Operations Research

Operations Research & Cargo Optimization↗

Making high-stakes allocation and operational decisions under real constraints.

Operations ResearchAMPLGoogle OR-Tools

Illustration for Hull Performance, Vessel Performance & Fuel Modelling

Vessel Performance & Energy Intelligence

Hull Performance, Vessel Performance & Fuel Modelling↗

Turning vessel operating data into practical insight on efficiency, performance and fuel use.

Hull performance analysisVessel performance monitoringFuel-consumption modelling

Illustration for RAG, LLM & Intelligent Knowledge Systems

RAG, LLM & Intelligent Knowledge Systems↗

Making enterprise information usable through natural-language interfaces and connected AI workflows.

Retrieval-augmented generationMulti-LLM orchestrationEnterprise knowledge retrieval

COMPLETE INDEX

Explore more capabilities.

Illustration for Marine Weather & Geospatial Intelligence

Geospatial Intelligence

Marine Weather & Geospatial Intelligence↗

Engineering dependable spatial data services for environmental decision-making.

Weather APIsGeospatial analysisRaster and vector data

Illustration for Port State Control Intelligence

Maritime Analytics

Port State Control Intelligence↗

Helping operational teams understand inspection exposure and prioritize attention.

Risk analyticsPSC analysisDeficiency intelligence

Illustration for Computer Vision for Industrial Inspection

Computer Vision

Computer Vision for Industrial Inspection↗

Teaching software to recognize visual defects and extract practical operational insight.

Object detectionCNNsTensorFlow

Illustration for Intelligent Schema Mapping

Intelligent Schema Mapping↗

Reducing friction when information needs to move across incompatible systems.

Natural language processingClusteringString similarity

Illustration for Document Intelligence & NLP

NLP & Enterprise AI

Document Intelligence & NLP↗

Extracting structure and meaning from documents that were never designed for machines.

NLPNamed entity recognitionDocument vectorization

Illustration for Recommendation & Personalization Systems

Applied Machine Learning

Recommendation & Personalization Systems↗

Making large collections of choices more relevant to individual users.

Collaborative filteringRecommendation modellingApplied ML

Illustration for Indoor Positioning & Footfall Analytics

Geospatial Analytics

Indoor Positioning & Footfall Analytics↗

Connecting physical movement data with spatial understanding.

KNNIndoor positioningLocation analytics

Illustration for Production AI & Cloud Solution Architecture

Production AI & Cloud Solution Architecture↗

Taking solutions beyond models and prototypes into working systems.

PythonAWSGoogle Cloud

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