Hands-on engineering work. I plug in alongside your team and ship the framework, pipeline, or strategy you actually need.
Helping teams introduce AI into quality engineering workflows.
Design and implementation of scalable automation frameworks.
Not manual execution — strategy and risk thinking.
Implementation of engineering pipelines.
A private call to assess fit, scope, and timeline. €150 / 45 min.