Hiring — One Commit at a Time

Tushar Saurabh ·

I have not been happy with the hiring process for a very long time.
It’s time-consuming, repetitive, and worst of all — it doesn’t help a candidate grow.
Somewhere between résumé polishing and HR follow-ups, the whole thing loses its soul.
And let’s be honest — the process is not for the faint-hearted (or the faintly caffeinated).

Given the amount of data available publicly, hiring a developer should be simple.
A LinkedIn profile, a GitHub repo, a few LeetCode submissions, some Stack Overflow karma, maybe a personal blog — that’s practically a developer’s autobiography.
Why ask them to draft a résumé (and definitely not a cover story — we’re hiring devs, not novelists)?

The Current Saga: A TA Tale

Once the hiring requisition is approved, the clock starts ticking.

  • A JD is posted.
  • The TA team is informed.
  • They search LinkedIn, Naukri, or the internal database for potential candidates.
  • They reach out to a few people, collect résumés, talk to some of them.
  • Profiles are shared with the hiring manager.
  • Hiring manager approves or rejects.

Meanwhile, somewhere out there, a candidate has spent hours writing a résumé, possibly rehearsing answers, and maybe even buying a new shirt.
Then… silence.
No one knows why they were rejected. No one gets better. The process just repeats.

Enter: Smart Hire

I decided to change this loop.
Meet Smart Hire — a developer hiring system that doesn’t rely on “gut feeling” but rather on Git activity.

Here’s how it works:
The company posts a job, a candidate applies using their LinkedIn profile.
Smart Hire automatically analyzes the profile against the job description and gives it a similarity score.

Now, here’s the fun part — candidates can earn bonus points:

  • Active GitHub repos? ✅
  • Consistent LeetCode submissions? ✅
  • Helping others on Stack Overflow? ✅
  • Writing tech blogs? Double ✅

If the final score is above the threshold (set by the hiring manager), the candidate can immediately book an interview slot.
No recruiter ping-pong, no “we’ll get back to you.”

And if the score doesn’t meet the mark?
Smart Hire gently (and smartly) explains what’s missing — maybe a specific skill, a side project idea, or a Udemy course to bridge the gap.
So even if you don’t qualify today, you walk away wiser.

What Makes It “Smart” (Without Saying AI)

Smart Hire doesn’t just scrape profiles — it understands them.
It can tell that “React”, “ReactJS”, and “React.js” are the same thing (unlike some job portals that think they’re three separate careers).
It knows when a candidate is diversifying tech stacks or continuously learning.
It even writes empathetic feedback — the kind that says “you’re doing great” before pointing out the gaps.

Under the hood, it’s powered by some serious tech:

  • Frontend: Angular
  • Backend: Express.js
  • Database: SQLite (for the POC)
  • Brain: GPT (but we’re not saying that out loud)
  • Integrations: LinkedIn, GitHub, Stack Overflow, LeetCode, Blog

Basically, it’s like a hiring assistant that actually reads your code instead of your résumé.

Why Bother?

Because rejection shouldn’t feel like a void.
Because a developer’s work should speak louder than bullet points.
Because recruiters deserve tools that save them from copy-pasting JD lines into LinkedIn search bars.

Smart Hire isn’t just automating hiring — it’s making it fair, transparent, and dare I say, a little human.

It’s hiring — one commit at a time.