Capabilities

Four areas I work across. Most projects bring more than one together.

Backend engineering

Reliable applications built around practical engineering problems.

Model evaluation, failure discovery and evidence-backed prediction.

Connected interfaces, APIs and data that work together.

Making complex software structures easier to understand.

Start with the problem, the users and the constraints.

Map the system, its data and the evidence needed.

Implement clear interfaces and maintainable components.

Test the behavior, document limitations and iterate.

ModelXray investigates statistically supported classifier failures.

RepoLens turns source structure into architecture and dependency evidence.

Discuss a software problem, collaboration or professional opportunity.