01 Consulting areas
I help teams turn business complexity into workable technical direction, then support the path toward production. Technology choices follow the problem rather than a fixed stack.
Turning business requirements into pragmatic system designs, technical plans and delivery paths. Useful when scope is unclear, systems have grown tangled, or leadership needs a realistic view of what a build actually involves.
Supporting products across discovery, implementation, integration, testing and production readiness. Hands-on engineering judgment across the software lifecycle rather than strategy at arm's length.
Designing and improving reliable APIs, system integrations, data exchange and failure recovery. This includes enterprise platforms and integration tooling such as Salesforce and MuleSoft where they are already part of the landscape.
Experience with account-opening workflows, custodian operations, documents, financial data and enterprise processes, where reliability, data quality and being able to explain what happened matter as much as features.
Cloud-enabled systems, data pipelines, operational automation and dependable processing workflows that reduce manual effort without introducing fragile complexity in its place.
Implementing and evaluating specific AI use cases such as extraction, classification and summarisation, then measuring whether the output is good enough for the job. I build with existing models and tooling, and I will say when ordinary deterministic software is the better answer.
02 Engagement types
Where an engagement starts depends on how well the problem is already understood.
A focused engagement to understand the problem, map the system, identify the risks and define a practical technical path.
A structured review of existing architecture, workflows, integrations and pain points, with concrete improvement options.
A roadmap covering scope, architecture, implementation phases, team needs and the delivery risks worth planning for.
Consulting, architecture support, build guidance or hands-on technical leadership for the right problems.
03 Contact
Start with a focused conversation about the problem, the context and the outcome you need.