Researchers often run neuroimaging pipelines that execute for hours—or even days—across distributed cloud infrastructure. Despite this, there was no convenient way to monitor ongoing analyses away from a desktop environment. I identified this gap through researcher workflows and proposed Brainlife Mobile, a companion application designed to provide real-time visibility into computational pipelines.

Large neuroimaging workflows generate thousands of jobs across distributed infrastructure. Diagnosing failures required researchers to manually inspect logs across multiple systems, making debugging slow and inefficient. I led the design and delivery of a centralized observability dashboard that transformed how execution failures are monitored across Brainlife.

Managing fellowship applications across dozens of African countries involved manual review processes that became increasingly difficult to scale. I initiated and led the development of a comprehensive evaluation platform that digitized candidate assessment workflows.

I led redevelopment of the organization's digital infrastructure around FAIR data principles, creating a modern platform for African neuroscience communities.