01 Challenge
Disconnected systems, weak visibility
Operations data was spread across disconnected systems, making it difficult to monitor asset state, contextual performance, and planning actions in one view.
Client/Sector: Maritime operations stakeholders
A spatial operations dashboard built to bring scattered maritime data into one readable environment for monitoring, planning and decision support.
Project Snapshot
01 Challenge
Operations data was spread across disconnected systems, making it difficult to monitor asset state, contextual performance, and planning actions in one view.
02 Approach
I designed an interactive digital twin dashboard that combines spatial context, KPI visibility, and operational signals in a single decision surface.
03 Execution
I handled data model planning, API integration strategy, and frontend architecture for interactive map and status components.
04 Outcome
Operational teams gained a clearer real-time picture of assets and status, improving planning confidence.