Architecture and development for systems where correctness and auditability aren't optional.
Financial systems carry constraints that don't show up in a typical web application: strict data consistency, audit trails, and regulatory reporting requirements that have to be designed in from the start, not bolted on afterward. Work in this space has included capital markets data services, transaction processing systems, and the API layers connecting core banking systems to newer applications.
A financial services team was maintaining a Java 8 monolith handling claims processing, with deployment cycles measured in weeks and a growing backlog of feature requests.
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