RECRUITMENT FRAUD INTELLIGENCE

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Fraud Detection Report3 flags detected
Employment Timeline
Senior Backend Engineer
Infosys Ltd • Hyderabad
⚠️ Collision
Jan 2022Dec 2023
Tech Lead
TCS • Pune
⚠️ Overlap
Mar 2022Nov 2023
Junior Developer
Wipro • Chennai
Jun 2019Dec 2021
📄
AI Copywriter Shield: CV introduction section matches GPT-4 output pattern with 94% confidence
⏱️
Tech Chronology Paradox: Claims 6 yrs Kubernetes exp - tool was released 9 yrs ago but joined field 5 yrs ago
2 in 5
fraud cases involve AI-generated content
195K
fraudulent candidates flagged in India, 2025
3 min
vs 5 days of manual screening
₹8L+ saved
Average cost of a bad hire in India.
vetlaz.com/recruiter/applications/khushi-dutta
Khushi Dutta

Khushi Dutta

VERIFIED

DevOps Engineer

Chennai khushidutta@gmail.com +91 8229710628 Last verified: June 25, 2026

"Verified DevOps Engineer with 4 years of experience"

Overall Assessment
Passport QR
Passport QR Code
30
⚠️ Suspicious Candidate
Generated on Jun 25, 2026
Compare Candidates
INTEGRITY
(35%)
0
BENCHMARK
(35%)
0
READINESS
(30%)
0
⚠️ SUSPICIOUS CANDIDATE

Resume score is 85 but candidate scored 0/100 on Vetlaz Verify. Candidate failed to defend claims during live cross-examination.

This passport was viewed by 3 recruiters this week3 total views
Verified ProfileEncrypted
Experience
4 years
Notice Period
Serving Notice (Last working day: 04 Jul 2026)
Location
Chennai
Email
khushidutta@gmail.com
Phone
+91 8229710628
GitHubLinkedInPortfolio
Market ReadinessDisqualified
Market Status
Disqualified (Failed Verify)
Expected Salary
N/A - Integrity Check Failed
Skills Claimed
TerraformAnsibleDockerCI/CD pipelines
Benchmark Skills MatchedView Market Benchmarks →
ELK StackPrometheusAzureLinuxTerraform+5 more
Verification ChecksVerified
PASSEDTimeline Collision
PASSEDTech Chronology
LOW AIAI Copywriter Shield
Zero-retention DPDP secureVerified
Technical Skills Test0/100
Proctoring Check:Suspicious

The candidate's original claims were severely undermined during cross-examination, revealing a significant lack of operational experience and knowledge in the areas of Nginx, Docker, Elasticsearch, and Azure CLI. The high likelihood of AI-generated original answers and compromised integrity further disqualifies the candidate.

View Assessment Transcript →
Proof of Work OverviewReview

Strong portfolio with diverse projects showcasing DevOps skills

Read AI Insights →
Khushi Dutta
Khushi Dutta
DevOps Engineer
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Security Infrastructure

The Vetlaz Fraud Detection Moat

Three independent verification layers scanning candidate claims in parallel.

Layer 1

Timeline Collision Check

Detects candidates claiming to hold two full-time jobs simultaneously — the most common lie in Indian IT resumes. Parses every employment date range and flags impossible overlaps.

Real example caught:

"Claims full-time Senior Engineer at Infosys Jan 2022–Dec 2023 and full-time Tech Lead at TCS Mar 2022–Nov 2023. Overlap: 21 months."

Layer 2

AI Copywriter Shield

Detects resumes entirely written by ChatGPT or similar. Analyses sentence structure, predictability patterns, and phrasing fingerprints. Flags percentage confidence.

Real example caught:

"Professional summary section matches GPT-4 output pattern at 94% confidence. Candidate likely used AI to generate claimed experience descriptions."

Layer 3

Tech Chronology Paradox

Cross-references claimed years of experience against when technologies were actually released. Impossible claims are flagged with the exact calculation shown.

Real example caught:

"Claims 8 years React Native experience. Framework was released 9 years ago and candidate entered the field 5 years ago. Maximum possible: 5 years."

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Post jobs. Let candidates apply. Watch them auto-screen into a kanban pipeline with fraud scores and Verify badges — without touching a single resume manually.

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Full job creation form, public career page, distribute to LinkedIn and Indeed

Auto-screen on apply

Every candidate who applies is screened + fraud-checked immediately. Trust Passport generated instantly.

📦

Drag-and-drop pipeline

7 stages, auto-emails on stage change, bulk actions, 6 email templates. Move fast.

Senior React Dev • 38 applicants
Screened (14)
Aishwarya P.
88✓ 91
Applied 2h ago
Rohan M.
82
Applied 4h ago
Priya S.
61⚠️ Fraud
Applied 6h ago
Shortlisted (3)
Vikram N.
91✓ 88
Moved yesterday
Deepa K.
85
Moved 2d ago
Interview (1)
Arjun T.
94✓ 96
Interview tomorrow
ATS Integrations
✓ Zoho Recruit — Live
⏳ Keka — Q3 2026
⏳ Freshteam — Q3 2026
Greenhouse • CSV
Lever • CSV
+40 more
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