Building a voice-AI product

IMy contribution

I owned implementation, testing, and reliability work. This included building features, checking their behavior, and investigating failures.

IIHow I work

I clarify the expected behavior before implementation, build a small first delivery, and use tests and review to refine the result. This is the approach I bring to engineering teams and client work.

IIISharing boundaries

The product architecture, service choices, customer information, and internal results remain private.

For work I can discuss in more detail, see my Figma verification tool and motorcycle navigation app.