
Turning underwater video into a usable scientific workflow.
A browser-based platform for uploading underwater footage, running marine-life detection, and reviewing results without requiring researchers to operate the model pipeline directly.
Selected work
Each case study focuses on the operational problem, the constraints that shaped the architecture, and the evidence that can be stated responsibly.

A browser-based platform for uploading underwater footage, running marine-life detection, and reviewing results without requiring researchers to operate the model pipeline directly.

A role-aware platform that brings service orders, vendors, customers, locations, documents, assets, and operational search into one coherent workflow.

A multi-system modernization effort focused on clearer identity boundaries, stronger access controls, manageable endpoints, resilient infrastructure, and evidence-ready operations.
Supporting work
Public screenshots are available now; exact contribution statements remain visibly gated until client approval is recorded.

A refined digital experience that helps visitors browse collections, understand services, and plan a showroom visit or custom project.

A focused therapy website that explains services clearly and directs scheduling through an established secure provider.
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