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AI Tech Connect

Posted on • Originally published at aitechconnect.in

Build in Public as an AI Engineer: Open Demos, Agent Traces, and the Visibility Playbook

Originally published on AI Tech Connect.

What this guide covers You have shipped real AI work. You have debugged a retrieval pipeline at 2 a.m., wrestled with context-window management, and coaxed a fine-tuned model into behaving. Yet when a recruiter or a potential collaborator looks you up, they find a sparse LinkedIn profile and a handful of private GitHub repos. In 2026, that gap between ability and visibility is the most consequential career risk an AI engineer can carry. This guide is for mid-career engineers who have genuine skills but have kept their work private — either behind NDAs, in monorepos they do not own, or simply because they never built the habit of sharing. It is not a guide about social media strategy or personal branding in the influencer sense. It is a practical playbook for leaving behind a trail of…


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