About contact
ainv.dev is a personal technical portfolio and knowledge base focused on AI for IT Infrastructure, Automation, AI Governance and practical IT Operations.
The website is currently maintained as a personal learning, documentation and portfolio project.
Contact purpose
You may use this contact page for professional topics such as technical discussion, portfolio review, collaboration ideas, content feedback or relevant opportunities.
Preferred contact method
For now, the recommended contact method is through the public professional links listed in the footer of this website.
A dedicated contact email or contact form may be added in a future version of ainv.dev.
Important note
Please do not send sensitive internal information, customer data, passwords, access tokens, confidential diagrams, production logs or private enterprise data through public communication channels.
Any technical case or operational example discussed publicly should be anonymized first.
Website owner
ainv.dev is maintained by Ai Ngo as a personal technical portfolio and long-term learning project.
Last updated: 2026-06-04