@kevinkirui

Kevin Kirui

@kevinkiruiNairobi, KenyaJoined October 2026

Healthcare Workflow & AI Systems Designer building practical AI evaluation and workflow tools for health tech.

About

Healthcare AI systems designer focused on workflow evaluation, clinical operations, data, and reliable AI-assisted systems.

Available for

Open to opportunities in Healthcare AI, AI evaluation, backend engineering, data engineering, and health-tech product development. Interested in remote and Kenya-based roles, internships, contract work, and collaborations.

Kevin Kirui's blogs

Kevin Kirui | Healthcare AIkevin-kirui-ai.hashnode.dev2 posts

Articles Comments

Recently published

KKKevin Kiruikevin-kirui-ai.hashnode.dev1h ago · 6 min read

A Human in the Loop Does Not Automatically Make an AI Workflow Safe

One of the most common phrases in healthcare AI is: “A human is always in the loop.” It sounds reassuring. But a human reviewing an AI output does not automatically make the workflow safe. The impor

KKKevin Kiruikevin-kirui-ai.hashnode.dev23h ago · 5 min read

Your Healthcare AI Model Passed Its Tests. Your Workflow Can Still Fail.

Why model accuracy isn't enough when AI output becomes part of a real healthcare workflow. The model is only one component of the system: Input → AI processing → validation → confidence policy → human

Kevin Kirui

About

Available for

Kevin Kirui's blogs

Recently published

A Human in the Loop Does Not Automatically Make an AI Workflow Safe

Your Healthcare AI Model Passed Its Tests. Your Workflow Can Still Fail.

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Kevin Kirui

About

Available for

Kevin Kirui's blogs

Recently published

A Human in the Loop Does Not Automatically Make an AI Workflow Safe

Your Healthcare AI Model Passed Its Tests. Your Workflow Can Still Fail.