HMLens AI
Interview Readiness Score

See your resume the way a recruiter does — in 60 seconds.

HMLens AI scores your resume against a real hiring rubric, exposes why you're getting rejected, and rewrites your story into a recruiter-grade PDF you can apply with today.

No signup to see your score · ₹0
Built for SWE · Data · ML / AI roles Recruiter-grade audit ATS-ready PDF output
Get it your way
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Live readiness pipeline Active
Resume
JD
GitHub
LinkedIn
Role
Seniority
Pubs
Website
EngineScore
Score
Gap Analysis
ATS Check
Recruiter Msg
Tailoring
Before resume — generic, 2 pagesBefore · 62
After resume — recruiter-grade 1 pageAfter · 89
View the real 1-page PDF

Illustrative sample · fictional candidate, made-up details

The premium toolkit

More than a rewrite — your full interview-readiness toolkit.

We don't just reformat your resume. We extract your true engineering impact, tailor it to the JD, and arm you for the recruiter screen.

Illustrative sampleZero fabrication

The Impact Interview

Our AI acts as a hiring manager, interrogating vague bullets to extract quantified metrics. We never invent data — we ask you.

Your bullet says 'Improved API performance.' Can you quantify it — previous vs new latency?
Cut p99 latency 320ms → 90ms for the Checkout service at Swiggy.
Architected checkout API optimizations, slashing p99 latency 72% (320ms→90ms) to support 2.5M req/day.
Beat the bots

ATS Keyword Gap

Instantly spot missing hard skills before you apply.

6489ATS
match
Add to pass:KafkagRPCDynamoDBRedisSystem Design
Hyper-targeting

1-Click JD Tailoring

Paste a job description. We re-weight your bullets for maximum match.

JD: SDE-II Backend · Razorpay
92%Match

Emphasized payment-gateway scaling & idempotent APIs.

Deep crawl

Auto-Enrichment

Pulls hard metrics from your repos, LinkedIn & publications.

GitHub4 repos analyzed
LinkedInExperience synced
Publications2 papers (DOI) found
Inbound ready

Recruiter Outreach

Auto-generates crisp, high-signal DMs tailored to the exact role.

Hi [Recruiter],

Saw the ML Eng role. At Flipkart I scaled our rec-sys to 50M+ DAU. Sharing my tailored resume — open to a quick chat?

Ready to send
Pixel perfect

LaTeX Auto-Fit Formatting

Never fight margins again. Our engine compiles a mathematically perfect 1-page PDF every time — guaranteed zero overflow.

Messy Word
0 OVERFLOW1-Page LaTeX

No signup to see your score · ₹0

This is why recruiters reject your profile.

Your experience is stronger than your resume.

Here's a hiring-style rewrite using a proven template.

The audit

Not a resume builder. A hiring lens.

Stop guessing why you're not getting callbacks. HMLens AI scores you across 16 dimensions — Impact, Quantification, STAR structure, ATS coverage, Technical depth and more — then shows exactly what's costing you interviews.

Severity labels

Critical / needs work / strong — never vague.

Hidden achievements

Strong work buried in weak phrasing, surfaced.

Callback potential

Know what you're leaving on the table.

Zero fabrication

Every metric is yours — nothing invented.

Readiness Reportsample · v1.0

Overall score

62/100

MODERATE
12 hidden achievements

all 16 dimensions scored

Impact statements41
Quantification38
STAR structure46
ATS coverage72
Keyword match58
Technical depth80
Seniority signal64
Conciseness52
Redundancy44
Project quality69
Leadership signal57
Writing clarity78

0+

Resumes reviewed

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Resumes revived

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Happy candidates

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Industries served

Built for your role

Not just for engineers.

HMLens reads and rewrites your resume the way a recruiter for your role would — judging the signals that actually matter for it, not a one-size-fits-all checklist. Pick your target role and level, and the score, fixes and rewrite adapt to it.

Software & Data EngineeringQA & Test AutomationSDETScrum Master & AgileProject & Program ManagementBusiness AnalysisProduct ManagementTechnical Support…and more
How it works

From recruiter-grade audit to a finished resume — one controlled pipeline.

01

Upload & assess

Drop your resume, pick a target role and level. We extract and score it instantly.

02

Recruiter report

Get 8 category scores, top red flags, missing signals and your callback weakness.

03

Hiring-grade rewrite

Our engine rewrites every bullet using the action + tech + impact specification.

04

Premium PDF + package

Render an ATS-ready PDF, plus cover letter, LinkedIn answers and a roadmap.

Loved by candidates

From "no callbacks" to "which offer do I take?"

Ananya R.

Ananya R.

Data Analyst → Product Analyst

3 yrs exp
"I had no idea why I wasn't getting calls. The audit showed 14 hidden achievements I'd buried. My new resume got me 3 interviews in two weeks."
Pricing

Start free. Upgrade when you see the gap.

Lead magnet

Free Assessment

₹0
  • Interview Readiness Score
  • All 16 dimension scores (detailed fixes with Pro)
  • Top red flags & missing signals
  • 1 before / after rewrite
  • Hidden achievements count
Everything, unlockedPOPULAR

Pro Assessment

₹299per resume

One payment unlocks this resume forever. A new / different resume is a separate ₹299.

  • Everything in Free
  • Full AI resume rewrite + premium 1-page PDF
  • ATS scan + keyword-gap report
  • Enrich from GitHub, LinkedIn PDF & your website
  • Add publications from a DOI / Scholar link
  • JD-tailoring · unlimited versions
  • Recruiter outreach message
  • Share / deliver via WhatsApp, email or download
  • Unlimited rewrites, edits, ATS scans & downloads — for this resume

Most users only pay once.

FAQ

Questions, answered.

From the blog

Why you're getting rejected — and how to fix it.

Your next callback is hiding in a better resume.