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TNL-Lens AI

Resume Analysis in <|

Replace 23+ hours of manual screening with intelligent automation. AI-powered candidate evaluation, real-time proctoring, and automated scoring — built for modern hiring teams.

Deployed on AWS EC27-Model FallbackDemo in 24 hours
Live Interview
🔒 Identity Verified
Eye Gaze✓
Face Lock✓
Head Pose✓
Tab Focus✓
Audio⚠
Identity✓
Technical
84
Communication
76
Confidence
91
Recommendation: Hire
8 Signals Active
Score: 91/100
0%
Faster Screening
0+
AI Fallback Models
0
Proctoring Signals
0%
Automated Scoring
The Problem

Why Traditional Screening Fails

Manual hiring is broken. Here's the evidence.

23+hrs/hire

Spent on screening calls, scheduling, evaluation — time AI replaces instantly.

100%biased

Unconscious bias affects shortlisting. AI scores on defined criteria only.

Zerointegrity

Remote interviews have no controls. Candidates use phones or get substituted.

$50K/year

Enterprise ATS platforms with complex setup. TNL-Lens AI deploys in hours.

Platform Features

Everything in One Platform

Resume & JD Intelligence

Upload any PDF resume or paste a job description. Our AI Engine extracts skills, experience levels, and generates contextual interview questions tailored to the role — in under 10 seconds.

< 10s AnalysisSkill ExtractionJD Matching
Resume & JD Intelligence
Resume Analysis & JD Matching
AI Security

8-Signal Proctoring System

MediaPipe + face-api.js — zero blind spots in remote hiring integrity

IDENTITY LOCKED
Eye Gaze
Iris x/y — flags off-screen gaze > 50 frames
ACTIVE
Face Presence
No face for 40+ frames triggers immediate alert
ACTIVE
Identity Lock
Euclidean distance check every 30s
ACTIVE
Audio Monitor
Web Audio API — flags sustained sound > 5s
ACTIVE
Head Pose
Yaw/pitch — flags head turn > 30 degrees
ACTIVE
Tab Detection
visibilitychange + blur — instant flag on switch
ACTIVE
Multi-Face
2+ faces in frame triggers substitution alert
ACTIVE
Mouth Tracking
jawOpen blendshape > 0.5 for 60+ frames
ACTIVE

All proctoring runs 100% client-side in the browser. No video streaming to third-party servers. Flags are logged locally and attached to the session report.

Technology

Production-Grade Stack

⚛️
React 19 + TypeScript
Frontend UI
🟢
Node.js + Express
REST API Backend
✨
Advanced AI Engine
Primary AI Engine
🔄
7-Model Fallback Chain
Zero Downtime AI
🍃
MongoDB + Mongoose
Database Layer
👁️
MediaPipe Tasks 0.10.14
Face & Iris Proctoring
🔐
JWT + bcrypt + Brevo OTP
Authentication
☁️
AWS S3 + EC2 + Nginx
Cloud Deployment
🤖
face-api.js SSD MobileNet
Identity Verification
🚀
GitHub Actions CI/CD
Auto Deployment
Next Steps

Demo to Deployment

01

Schedule Live Demo

We walk your team through the full candidate and admin experience — resume upload to scored report.

02

Technical Review

Share your infrastructure requirements. We provide deployment architecture and security overview.

03

30-Day Pilot

Run up to 100 real interviews. Full support included. Zero commitment. Data stays yours entirely.

04

Agreement & Deploy

Custom pricing based on volume. Source license for enterprises wanting full codebase ownership.

FAQ

Common Questions

Production Ready on AWS EC2

Ready to Eliminate
Manual Screening?

TNL-Lens AI is live. Private demo environment ready in 24 hours.