Decision
What is actually being decided?
Vendor selection, production launch, technical diligence, architecture concern, or a role that needs senior applied AI depth.
Contact
Get in touch.
If you have a project, architecture question, or role that looks like a strong fit, feel free to reach out.
Contact
Use whichever path is simplest.
Email is usually the cleanest starting point. If there is a strong fit, we can take it to a short call after a quick exchange on the project, architecture question, or role.
I am also open to selective conversations with hiring managers looking for senior AI, architecture, or applied engineering leadership.
Helpful Context
What makes the conversation useful.
Concise context helps. If you have these items, bring them. If not, we can still start with the core problem.
Constraint
What makes the decision hard?
Budget, timelines, internal disagreement, regulatory exposure, shaky technical claims, or weak delivery confidence.
Outcome
What would make the engagement useful?
An executive briefing, a risk-ranked view, a vendor readout, architecture findings, or senior guidance over a set period.
Do you take small advisory calls as well as larger projects?
Yes. Some work starts as an expert call or a short advisory discussion and turns into a larger engagement only if the fit is clear.
Can you help scope the right engagement if I am not sure what I need?
Yes. That is a normal starting point. A short exchange is often enough to tell whether the work is best framed as diligence, readiness, architecture review, advisory support, or embedded engineering.
What if I am hiring rather than exploring an engagement?
That is a valid path too. The cleanest fit is usually a direct conversation about senior AI, architecture, or applied engineering roles where the mandate is hands-on production systems work.