Portfolio

Selected Work

Enterprise data platforms and AI transformations delivering measurable business outcomes. Client names anonymised.

HealthcareMigrationFeatured

Healthcare Platform Transformation

A £16B healthcare business needed to separate and migrate its legacy data platform during a major corporate divestiture, with aggressive timelines and complex data dependencies.

85% reduction in analysis time, successful migration of 4,000+ legacy files to Snowflake

SnowflakePythonGenAIdbt+1 more
GenAIData QualityFeatured

GenAI Data Quality Agents

Enterprise clients struggled with manual data validation processes that were slow, inconsistent, and couldn't scale with growing data volumes.

40% reduction in manual validation effort, 60% faster MDM implementations

LLMsPythonDatabricksRAG Architecture
Financial ServicesCloud PlatformFeatured

FTSE 100 Bank Cloud Data Platform

A major UK bank required a modern cloud data platform to support regulatory reporting, customer analytics, and real-time decisioning across multiple business lines.

£8M+ programme delivered, enabling real-time regulatory reporting and advanced analytics

AWSSnowflakeKafkaPower BI+1 more
Financial ServicesMLFeatured

ML Mortgage Recommendation Engine

A financial services client needed to identify cross-sell opportunities within their existing customer base while maintaining regulatory compliance.

£50M+ in new lending opportunities identified

PythonTensorFlowSnowflakePower BI
Retail & CPGMLFeatured

Global CPG Real-Time Analytics

A global consumer goods company needed unified analytics across 26 countries with ML-powered demand forecasting and market detection capabilities.

1,000+ users enabled across 26 countries with real-time insights

DatabricksSparkPythonTableau+1 more
Financial ServicesCompliance

KYC/AML Risk Automation

Manual KYC and AML processes created compliance risk and slow client onboarding, exposing the bank to potential regulatory penalties.

£3.5M in potential compliance losses averted

PythonSQLSnowflakePower BI
Financial ServicesStrategy

APAC Banking Cloud Strategy

An APAC banking group needed a comprehensive cloud data strategy to modernise from legacy Salesforce-based analytics to a scalable platform.

£1M+ revenue impact through prioritised analytics initiatives

SnowflakeSalesforceAWSTableau
Financial ServicesRegulatory

Consumer Duty Data Governance

New FCA Consumer Duty regulations required a UK bank to demonstrate substantive compliance through comprehensive data governance and customer outcome tracking.

Full regulatory compliance achieved, avoiding potential FCA penalties

Data Governance ToolsSQLPower BIPython