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Building with Gemma 4: What I Learned From Turning Job Posts into AI Decisions

DEV Community·Mohammad Ali Abdul Wahed·6 months ago
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This is a submission for the Gemma 4 Challenge: Write About Gemma 4

Building with Gemma 4: What I Learned From Turning Job Posts into AI Decisions

I didn’t start this project to “explore AI”.

I started it because job posts are messy.

Some are vague. Some are misleading. Some look real but feel off once you read them twice.

So I built something simple:

A tool that tells you what a job post actually means.

The idea

Ghost Job Detector takes a job description and returns:

Is this a real job?

Is it a ghost job?

Is it a scam?

Or just a suspicious listing?

But more importantly, it explains why .

Why Gemma 4

I used Gemma 4 because I needed something that can:

understand messy human-written job posts

detect weak signals (not just keywords)

reason about intent

return structured output reliably

I ran it through OpenRouter using:

Gemma 4 26B MoE (primary)

Gemma 4 31B Dense (fallback)

How people can actually use Gemma 4

One thing that surprised me while working with Gemma 4 is how accessible it…

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