Build Your Own Custom GPT: Smart Resume Screening Without the Headache

— Issue #3 of The Artificial Newsletter

🚀 Build Your Own Custom GPT (No Coding Needed)

Let’s take a real-world scenario:
You’re a startup founder trying to hire your first few team members.

You post a job.
100 resumes flood your inbox.
Some look too good to be true. Some are… confusing.

You don’t have a full-time recruiter.
You can’t afford to make bad hires.
And you definitely don’t have time to manually scan every resume line-by-line.

What if you could build your own private AI assistant—a Custom GPT—that screens resumes exactly how you want?

Today, I'm showing you how to do it.

(Spoiler: you’ll need ChatGPT Premium. Worth it.)

🛠️ Step 1: Define Your Ideal Candidate Rules

First, you have to be clear about what you’re looking for.

Example hiring brief:

✅ Certified Java Developer
✅ Minimum 3 years real-world experience
✅ Current candidate location should be India
✅ Resume must link to a real LinkedIn profile matching job history

📌 Write these down. This becomes your Custom GPT's "playbook."

🧠 Step 2: Write the System Instructions

When creating your Custom GPT, you’ll set a secret “system message” — basically the AI's permanent mindset.

Here’s a ready-to-use template:

You are an expert technical recruiter specializing in Java candidates.  Your task is to validate resumes based on the following criteria:  1. Must have a verified Java certification. 2. Must have at least 3 years of full-time work experience. 3. Current candidate location should be India. 4. Must have a LinkedIn profile that matches the resume details.  If a resume meets all criteria, mark it as "✅ Verified."   If not, identify which rule(s) it fails and mark it as "⚠️ Needs Review." 

The important point in here is that better the instructions, better the results. You should ideally save your list of instructions in a word document or excel sheet and keep refing it. Do as much testing as possible to avoid unwanted rejections or biases.

⚡ Step 3: Build and Use Your Custom GPT

Inside ChatGPT Premium—». Go to Explore GPTs.

  1. Click “Create a GPT”.

  2. Follow the wizard:

    • Add Name: Resume Screener GPT

    • Upload an icon if you like (optional).

  3. Paste the system instructions.

Save and Start Testing!

✅ Upload a sample resume as PDF or text.
 ✅ See if it flags missing certifications or fake LinkedIn links.

You’ll be amazed at the precision you can build without writing a single line of code.

🧠 Why Build Your Own GPT?

  • Saves 80% manual screening time.

  • Reduces bias (follows rules, not gut feeling).

  • Works 24x7 — screen resumes even while you sleep.

  • Customizable anytime — just edit your system prompt.

This is real-world AI—practical, personal, and powerful.

🎯 Key Takeaways

  • Building Custom GPTs is no longer optional—it's your new competitive edge.

  • You don't need technical skills, just clear thinking.

  • Small teams and solo founders can now hire like a team of recruiters.