Distributed Data Systems

Reliable decisions require more than available services.

A distributed platform can be fully available while separate components produce incompatible answers.

Patterns I focus on

Cross-system reconciliation and evidence comparison.
Temporal alignment across asynchronous pipelines.
Failure containment and restartable processing.
Observability that preserves enough context to diagnose silent failures.
Controls that prevent technically valid but incorrect outputs from becoming decisions.