About Nueton
Work directly
with the engineer.
I’m Nikhil Sood. Nueton is where I offer focused engineering work on AI workflows, evaluation and the controls around automated actions.
I start with the workflow: what it should do, where it fails and how someone will judge the result. That turns a broad AI project into an engineering task we can agree on.
My public work covers evaluation checks, agent memory, provenance and guarded workflows. The source and case studies document both the implementation and its limits.
You work with me on scope, implementation and handover. Decisions, tests and unresolved questions stay visible so your team can understand and operate the result.
Inspect selected workWork together
Tell me where it gets stuck.
We’ll start with the problem and decide whether there’s a useful piece of work to scope.