Portfolio

Projects, and the decisions behind them

Each case study follows the same shape: the problem, the approach, the tools, and what it actually changed.

15 ProjectsFeatured Case Studies - 06Technical Projects - 09

Featured

Featured Case Studies

Real business problems, strategic decisions and practical solutions.

Financial ServicesVenture & SystemsStrategy & Consulting

Building a Data-Driven Credit & Trust Infrastructure

Developing a structured decision-making layer that turns fragmented commercial knowledge into credit and financial-services infrastructure for emerging-market commerce.

Strategic Product DevelopmentData StrategyCredit DecisioningBehavioural IntelligenceFinancial-Services ThinkingSystems ArchitectureVenture BuildingCross-Functional Execution

VIEW CASE STUDY

Financial ServicesStrategy & ConsultingVenture & Systems

Building Regulatory & Risk Foundations into a Digital Lending Platform

Building regulatory, privacy, identity, consumer-protection, risk and operational requirements into a digital lending platform alongside the product and operating model.

Regulatory StrategyRisk ManagementGovernanceData ProtectionFinancial ServicesProduct ThinkingOperational ControlsStakeholder Coordination

VIEW CASE STUDY

Strategy & ConsultingOperationsWorkforce

Workforce Performance, Retention & Onboarding Improvement

Creating stronger processes around people so employees could enter the organisation effectively, understand expectations and develop within a more structured operating environment.

Workforce StrategyConsultingProcess ImprovementOnboarding DesignTrainingRetentionOperational PerformanceStakeholder Management

VIEW CASE STUDY

OperationsStrategy & Consulting

Transforming an Administrative Operation Through Digital Workflows

Improving how work moved through an administrative operation by introducing more effective digital workflows and strengthening supporting processes.

Process ImprovementWorkflow RedesignDigital TransformationOperational EfficiencyProcurementVendor ManagementCost ControlImplementation

VIEW CASE STUDY

Project DeliveryOperations

Improving Project Visibility Through Operational Reporting

Introducing operational reporting to improve project tracking, compliance visibility and stakeholder communication across a project delivery environment.

Project ManagementOperational ReportingCompliance TrackingStakeholder ManagementResource CoordinationDelivery PlanningPerformance Visibility

VIEW CASE STUDY

Strategy & Consulting

Business Strategy, Business Model Analysis & Growth Planning

Helping organisations understand their current position, improve how they operate and identify opportunities for growth across SME and property-management environments.

Business StrategyBusiness-Model AnalysisGrowth PlanningBusiness DevelopmentConsultingOpportunity AssessmentStrategic Decision Support

VIEW CASE STUDY

Hands-on

Technical Projects

Hands-on data, business intelligence and machine-learning work.

Machine Learning01

Marketing Response Analysis

Campaign spend was being allocated on intuition, with no reliable read on which market signals actually preceded conversion.

PythonDecision TreeGrid Search CV

VIEW CASE STUDY

Machine Learning02

Stock Price Prediction Engine

Financial decision-making needed a quantitative forward view rather than backward-looking reporting alone.

PythonXGBoostNumPy

VIEW CASE STUDY

Power BI03

Store Sales Dashboard

Retail performance was reported in static spreadsheets, so questions about a specific region or period took days to answer.

Power BIDAXData modelling

VIEW CASE STUDY

Power BI04

Supply Chain Visibility Dashboard

Delivery slippage was only visible after it had already happened, with no single view across stages and suppliers.

Power BIGantt visualsHeat maps

VIEW CASE STUDY

Tableau05

Jobs Data Dashboard

Employment data was fragmented across categories and regions with no way to explore trends interactively.

TableauData blendingGeo analytics

VIEW CASE STUDY

Tableau06

Housing Market Dashboard

Property pricing questions required manual slicing of large listing datasets every time the scope changed.

TableauCalculated fieldsParameters

VIEW CASE STUDY

More machine learning

Cancer Classification - Malignant vs Benign Weather Forecasting Model Wine Quality Prediction

Interactive

A dashboard you can actually click

Built here in the browser on a sample retail dataset - filter by region, channel and period and every KPI and chart recalculates live. Same thinking I apply in Power BI and Tableau.

Live demo · sample retail dataset

Commercial performance

108 rows in scope

Region

Channel

Period · Jan-Dec

Revenue

£3,278,860

Orders

36,042

Avg order value

£91

Avg margin

28.8%

Revenue trend

Revenue by channel

Revenue by region

Margin trend