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KaabilAI

About KaabilAI

Worthy resumes. Smarter opportunities.

Built by someone who faced the same hiring friction, then designed a calmer way through it.

Meet the team
MM NAUMAN, Founder · Tech Lead

Created by

MM NAUMAN

Founder · Tech Lead

The founding story

Built by someone who lived the problem.

“I didn’t invent a career tool from a whiteboard. I built KaabilAI after living the same broken loop candidates and hiring teams still face.”

MM NAUMAN

I’m MM NAUMAN, a tech lead. I’ve sat on both sides of the hiring table: rewriting my own resume for ATS black holes, and shipping systems that score people in seconds.

That is where KaabilAI started. Not as a growth experiment, but as a fix for a problem I kept hitting: resumes that look strong and still fail the first cut, advice that stays generic, and matching that pretends you can become a perfect fit overnight.

Today KaabilAI is built by MMN with one rule: never invent employers, degrees or skills you have not earned. Clarity beats theatre.

  • Built from real friction

    Guidance that matches how candidates and tech leads actually hire, not a fantasy funnel.

  • Honest matching only

    Gaps stay gaps. We will not invent skills, employers or degrees.

Start with your real resume

The team

The people behind Kaabil

  • Harshita Bagga, Marketing Lead at Kaabil

    The voice of Kaabil

    Harshita Bagga

    Marketing Lead

    Marketing ninja

    Harshita Bagga is a content strategist and storyteller with a knack for turning ideas into words that make people pause, think, and connect.

    As the voice behind Kaabil 💜, she shapes the brand’s content, campaigns, and social presence, bringing clarity, personality, and a human touch to everything Kaabil puts out.

What we believe

Three principles from the hiring floor

  • Good people were losing to bad signal

    Too many resumes die on formatting and ambiguity, not on ability. The first screen should judge content, not luck.

  • Readable by software without looking dull

    Design and parsers can coexist. Themes, spacing and section order stay readable for people and software.

  • Matching that stays honest

    If a skill is missing, we name the gap. If it’s earned, we surface it. No made up career stories.

What we build

Design that stays readable. Matching that stays truthful.

Every part of KaabilAI answers one question: can a candidate understand how the system will read their resume?

  • Live resume previews

    A real page as you type, so you see what recruiters and hiring software will actually read.

  • Design that changes the page

    Colors and spacing change the resume itself, not just the editor around it.

  • Trust on both sides

    Candidates get clearer feedback. Employers get a cleaner signal.

  • Built by MMN

    Built and run by MM NAUMAN: calm design, truthful matching and career advice that fits your real situation.