The Hustling Engineer

The Hustling Engineer

I asked AI to review my resume

Hemant Pandey's avatar
Hemant Pandey
Dec 03, 2025
∙ Paid

Break Into Senior Engineer Roles

I am planning to start a recorded version of course at almost half the price of cohort (it won’t be as effective as cohort but good to get things moving)


In Cohort, I provide
- Recordings + Notes + Live Sessions + Resume + Newsletter Paid Subscription + Whatsapp Community

In recorded version, it will just be
- Recordings + Notes + Whatsapp Community

If you are interested, you can fill the form

Fill the Form


Back to the resume review

FYI, my resume has been featured in a lot of popular publications

  • Business Insider

  • Money Control

  • and at least 15 others

So, I asked different AI models to review my resume

And sharing the combined results
Honestly it was more honest than most reviewers

Last week, I uploaded my resume to 3 AI tools just out of curiosity
Because, I myself review multiple resumes and wanted to improve myself

If my resume - with experience at Meta, Salesforce, Tesla, SAP, Amazon still has gaps, then what are junior and mid-level engineers missing without even realizing it?

The result?
AI gave me feedback I wish someone had given me 8 years ago

So I’m sharing the breakdown with you here - the good, the bad, and how you can use the same insights to improve your own resume fast

You can also find my resume PDF file in the end


The Good Feedback

1. Strong career growth

AI highlighted the obvious pattern:
Amazon intern → Tesla → SAP → Salesforce → Meta
It shows consistent growth and increasing responsibility
It mentioned that recruiters love this kind of timeline

2. Clear ownership

Many of my bullets start with verbs like:

  • Led

  • Built

  • Architected

  • Shipped
    These show responsibility, not support.
    AI said most engineers often write “helped with” and “worked on,” which feels junior

3. Wide technical range

Java, Go, React, GraphQL, Python, Kubernetes, cloud platforms.
AI called this a “signal of adaptability,” meaning:
I can pick up things fast
This matters more than listing 20 tools

4. Cross-team influence

Building features across Instagram, Facebook, Messenger, Threads, Oculus.
AI emphasized this as must-have and most engineers only show impact inside one team


The Constructive Feedback

1. Fewer measurable results

AI pointed out something important:
I talked about the work I did but not the outcome of that work in some of the points

Example from my resume:
“Built and launched Meta’s Family Center”

AI said:
What changed because of it?

  • Did teen safety metrics improve?

  • Did adoption increase?

  • Did it impact engagement?

This is a spot where most engineers struggle too

2. Some bullets are too long

Places like SAP, Salesforce, and Meta have heavy text blocks
AI said:

“If it can’t be scanned in under 6 seconds, you lose the reader”

3. Skills section is overloaded

I listed 20+ skills (Java, Go, Angular, Redux, Docker, LLMs, Vim, Pandas)
AI said this is common but weak because:
When you list everything, nothing stands out

4. Not enough story

The resume lists what I did.
But not why the work mattered or how it connected to the next step of my career.
AI said it feels “transactional”
This is normal for engineers, but it’s fixable


Actionable Takeaways

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