N-02
Legacy Frontend Modernization
A long-lived B2B product being incrementally modernized while ongoing delivery continued.
Proof signalContributed API-connected UI changes, testing and release support to a running B2B product.
Read case studyWork
Selected work across shipped software, current client partnerships, and independent discovery.
K-01
Financial Operations × AI
Investigation and product framing for an existing financial-operations system, covering workflows, evaluation, KPIs and safety considerations.
Proof signalRunning system reviewed; evaluation frame defined.
F-01
Digital Training for Firefighters
Problem discovery and hypothesis framing for digital firefighter training, beginning with a narrow real-world training use case.
Proof signalDiscovery scope and validation path defined.