Selected Work · 29 engagements

The Work,
End to End.

29 engagements — across government, financial services, energy, manufacturing and technology in Australia.

Government · Financial Services · Energy · Manufacturing · Technology

Case Studies

Engagements We've Delivered

Click any card for the full challenge, approach, architecture and technology stack.

Sales Analytics

Power BI Sales Dashboards

A governed Power BI reporting layer — one trusted view of pipeline, revenue and win-rate the whole commercial team works from.

CRM / ERPData ModelDAX MeasuresPower BI
Power BIDAXStar SchemaRLS
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Quality Control

Quality Control Dashboards

Inspection and process data turned into live SPC dashboards — quality moves from a monthly audit into a real-time signal.

InspectionSPC EngineCpk / DPMOQC Dashboard
Power BISPCControl ChartsDMAIC
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Superannuation & Wealth

Superannuation Fund Reporting

Member, contribution and investment reporting on one reconciled model — regulatory packs and statements from a single source.

Admin & CustodianReconciledReporting ModelPacks
Power BIReconciliationAPRAData Modelling
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Portfolio Analytics

Financial Portfolio Analysis

Holdings, risk and performance attribution in one analytics layer — allocation decisions backed by measured risk and return.

Holdings & MarketRisk & ReturnAttributionPortfolio View
PythonpandasPower BIRisk Analytics
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Quantitative Simulation

Multi-Model Monte Carlo Testing

A multi-model Monte Carlo engine stress-testing strategies across thousands of scenarios — judged on the full distribution of outcomes.

Model EnsembleScenario EngineAggregateDistribution
PythonNumPyMonte CarloSimulation
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Algorithmic Trading

Predictive Analytics in Financial Trading

A disciplined feature-to-signal pipeline with honest, walk-forward backtesting — models built to survive out-of-sample.

Market DataFeaturesModelSignal & Backtest
Pythonscikit-learnTime SeriesBacktesting
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AI Infrastructure

Multi-Agent AI Operations Platform

A continuously-running AI operations platform where specialist agents do the repetitive work, and the human team focuses on judgement.

Source SignalsMulti-Agent OrchestrationKnowledge GraphPower BI / Scheduled Jobs
Azure AIClaude SDKPower BIPython
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Fraud Detection

Production Fraud Detection System

A real-time fraud detection framework in production — catching fraud at the point of transaction, with investigators working from one queue.

Transaction StreamDetection EngineReal-Time ScoreRisk Dashboard
PythonAzure MLFabric RTIPower BI
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Data Platform

Azure Synapse → Microsoft Fabric Migration

A consolidated Microsoft Fabric estate with Direct Lake performance, right-sized capacity, and no break in business reporting.

Synapse PoolsOneLake DeltaFabric CapacityDirect Lake
Microsoft FabricV-Order ParquetDirect LakeOneLake
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DWH Automation

On-Prem DWH Redesign & Multi-Cloud Automation

A portable, automation-first warehouse architecture that adapts to schema drift and deploys across multiple cloud targets from one source.

Source (JSON)Schema Drift HandlerModel GeneratorMulti-Cloud Targets
AnalyticsCreatorAzure Data FactoryDACPACElasticsearch
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Energy & Utilities

Fabric Migration & Medallion Architecture

A Microsoft Fabric platform with a clean medallion architecture and governed, refresh-optimised semantic models the business trusts.

Source SystemsBronzeSilver / GoldSemantic Model
Microsoft FabricMedallionDirect LakePower BI
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Machine Learning

Demand Forecasting ML Pipeline

A demand-forecasting ML pipeline driving planning dashboards — turning historical and seasonal signals into rolling, actionable forecasts.

Historical DataFeature PipelineForecast ModelPlanning Dashboard
Azure MLPythonPower BITime Series
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Finance & Supply Chain

Manufacturing Analytics Consolidation

One governed Microsoft Fabric semantic layer across finance and supply chain — replacing fragmented legacy models with a single source of truth.

SSAS / SQL ServerFabric LakehouseUnified Semantic ModelPower BI
Microsoft FabricSSASSQL ServerPower BI
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Power Apps / Dataverse

Customer Retention Hub

A Power Apps and Dataverse retention hub giving relationship teams a single workspace for customer signals and next-best actions.

Customer DataDataversePower AppsRetention Workflow
Power AppsDataversePower AutomatePower BI
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Service Ops & ML

Service Operations & Document Analytics

A unified analytics model across service desk, ERP and document sources, with ML-assisted extraction and live service-operations dashboards.

Service Desk / SAPDocument ExtractionUnified ModelPower BI
Azure MLSAPPower BIOCR / LLM
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Enterprise Governance

Enterprise Fabric Tenancy Governance

A governed, secured and right-sized Fabric tenancy — with a development team upskilled to keep it that way.

Metadata ScanCapacity MonitoringGovernance & SecurityGit Pipelines
SemPyMeasure KillerFUAMMicrosoft Purview
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Business Process Automation

Regulatory Reporting & Process Automation

A pipeline-driven regulatory reporting cycle with operations, credit and compliance dashboards — and an audit trail you can defend.

Core SystemsADF PipelinesAzure SQL / FabricReporting Suite
Power BIAzure Data FactoryAzure SQLMicrosoft Fabric
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Transport & Multi-Domain

Transport Data Platform Modernisation

A modernised data platform on Databricks with hybrid Direct Lake semantic modelling — extended across HR, finance and procurement.

Source SystemsBronze DeltaDatabricks Silver/GoldHybrid Direct Lake
DatabricksMicrosoft FabricDelta LakeOracle HCM
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Clean Energy

Process Intelligence & Predictive Maintenance

An IoT-driven process intelligence and predictive maintenance platform — connecting the operational process to the data that predicts where it will break.

IoT SensorsEvent StreamPredictive ModelOEE Dashboard
Azure IoT HubFabric RTIPredictive MLPower BI
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Insurance & FS Risk

Enterprise Risk Analytics Platform

Fraud, AML/CTF and claims analytics integrated into a single governed Fabric risk platform — real-time scoring, executive dashboards, defensible lineage.

Core SystemsEvent StreamRisk EngineRisk Dashboard
Fabric RTIKQLAzure MLMicrosoft Purview
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Process Design

End-to-End Processes We Design

Complete, industry-specific processes redesigned and instrumented end to end.

Quality Management

Integrated Quality Management System

Quality turned from a periodic audit into a continuous, instrumented process — documentation, control points and risk matrix live in one system.

Process ControlsQuality DataRisk MatrixAnalytics
ISO 9001DMAICPower BIRisk Matrix
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Manufacturing

Claims Management — High-Defect Industry

A claims management process that turns defects into one governed workflow — feeding continuous improvement instead of just resolving complaints.

Defect IntakeTriage & RCAResolutionReporting
DMAIC8DPower AppsPower BI
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Manufacturing

Waste Reduction in Fabric Printing

A continuous-improvement programme cutting waste across fabric printing — with SPC keeping the gains in place long after the project closed.

Line DataSPC ChartsWaste TargetsContinuous Reporting
SPCSix SigmaPower BIDMAIC
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Quality Control

Statistical Process Design & DPMO

A QC programme with a properly designed statistical process, end-to-end DPMO measurement and automated reporting.

MeasurementsSPC EngineDPMO CalculationAutomated Reports
SPCDPMOSix SigmaPower BI
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Energy

Synapse → Databricks Migration

A staged migration onto a governed Databricks Lakehouse — operational reporting never went dark.

Synapse WorkloadsMigration ToolingDatabricks LakehousePower BI
Azure SynapseDatabricksDelta LakePower BI
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Platform Engineering

Power BI & Fabric Tenancy Optimisations

Tenancy-wide optimisations across multiple Power BI and Fabric projects — capacity right-sized, semantic models consolidated, governance hardened.

Tenant AuditCapacity TuningSemantic ModelsGovernance
Microsoft FabricPower BIDAXMicrosoft Purview
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AI Operations

Live SPC Dashboard for AI Agents

A real-time SPC dashboard monitoring and controlling autonomous AI agents — bringing statistical process control to AI operations.

Agent TelemetryMetrics PipelineGrafana SPCAlerts & Control
GrafanaSPCPrometheusAI Ops
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AI Operations

Night Factory — Autonomous Overnight Pipelines

The full Night Factory system — autonomous overnight pipelines reducing manual build effort across the platform.

365 SignalsMulti-Agent OrchestrationAutomated BuildOvernight Run
Copilot StudioAI AgentsPower AutomateAzure DevOps
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Manufacturing

Contract Manufacturing Process Design

An end-to-end process design plus monitoring dashboards giving one operating picture across multiple contract-manufacturing clients.

Customer OrdersProduction StatusQualityOperating View
Process DesignPower BIMonitoringManufacturing
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