Focus

How I work

• Translate strategic intent into target architecture, standards and delivery guardrails.

• Structure decision-making so architecture review becomes faster, clearer and reusable.

• Balance innovation with operational resilience, compliance and long-term maintainability.

Architecture governance at scale

Designing decision flows, review practices, standards and architecture repositories that help large organisations make better technology decisions without turning architecture into a delivery bottleneck

AI-native transformation in banking

Helping financial institutions adopt AI and GenAI capabilities in a controlled way: from architecture principles and platform capabilities to governance, model risk, adoption measurement and delivery guardrails

Data, ML and GenAI platforms

Shaping enterprise data, analytics and AI platform capabilities across DWH, Data Lake, Lakehouse, MDM, BI, ML platforms, MLOps, LLM inference, RAG, agents and integration patterns

Domain architecture for regulated environments

Connecting business capabilities, enterprise domains and platform architecture in areas such as retail lending, risk management, CRM, data office and corporate finance