📡 RozgaarRadar
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RozgaarRadar

AI-Powered Daily Wage Job Matching via Missed Call

No Smartphone Required  ·  No Internet Required  ·  No App Download

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Problem Statement

India Has 400 Million+
Daily Wage Workers

Every morning, these workers gather at street corners hoping to find work. There is no guarantee of employment on any given day.

📵
No Smartphone
75% of daily wage workers own only basic feature phones
🌐
No Internet Access
Internet connectivity is unreliable in rural & semi-urban areas
⏰
Wasted Time
2-3 hours wasted daily at gathering points without finding work
💸
Income Loss
Average 2 days/week without work = ₹1,400/week income loss
Proposed Solution

Job Matching via Missed Call

Workers simply give a missed call — the system handles everything else automatically

📞
Missed Call
Worker dials the number
→
🤖
IVR Callback
System calls back
→
🗣️
Voice Input
"Painting, Rohini"
→
🧠
AI Matching
Skill + Location
→
📲
SMS Alert
Job found!
✅ No Smartphone Needed
Works with any basic ₹500 phone
✅ No Internet Required
Missed call + SMS = zero data usage
✅ No App Download
No installation or technical knowledge needed
Platform Architecture

Two-Sided Platform

👷

Worker Side

  • Register via missed call
  • Speak skill & area via voice
  • Receive job details via SMS
  • Rating system for better matches
  • Completely FREE — zero charges
Basic Phone ✓
VS
🏠

Contractor Side

  • Post jobs via web dashboard
  • View instantly matched workers
  • Check worker ratings & history
  • One-click booking with SMS notification
  • Affordable monthly subscription plans
Web Dashboard ✓
Workflow Demo

IVR Flow — Worker Experience

STEP 1 — MISSED CALL
Worker dials toll-free 1800-XXX-XXXX
Completely free for the worker
STEP 2 — IVR CALLBACK
"Welcome! What type of work do you do?"
Worker responds: "Painting"
STEP 3 — LOCATION INPUT
"Which area do you prefer to work in?"
Worker responds: "Rohini"
STEP 4 — REGISTERED ✅
Confirmation SMS sent instantly
📱 RozgaarRadar

Registration Successful!
Skill: Painting 🎨
Area: Rohini, Delhi
Rate: ₹600/day
🎉 JOB FOUND!

Mr. Sharma, Rohini Sec-3
Tomorrow 8:00 AM
₹700/day
Ph: 98XXXXXX10
System Design

Technical Architecture

🖥️
Frontend
Contractor Dashboard
React Vite Tailwind CSS
⚙️
Backend
API Server + Matching Engine
Python FastAPI SQLite
📞
Communication
IVR + SMS Gateway
Twilio MSG91 STT AI
📱 React App
↔
🔗 REST API
↔
🗄️ Database
↔
📞 IVR / SMS
Core Innovation

AI-Powered Matching Algorithm

📊 Weighted Scoring System
📍 Location Proximity40%
⭐ Worker Rating30%
💰 Rate Compatibility20%
🏗️ Work Experience10%
🔍 Filter Pipeline
1️⃣ Skill Match → job.skill ∈ worker.skills ✅
2️⃣ City Match → job.city == worker.city ✅
3️⃣ Availability → worker.is_available == true ✅
4️⃣ Calculate weighted composite score
5️⃣ Sort descending → Return Top N 🏆
Market Analysis

Market Opportunity — Massive & Untapped

400M+
Daily Wage Workers
in India
₹12L Cr
Unorganized Labor
Market Size
93%
Workers Without
Any Digital Platform
0
Competitors Targeting
Basic Phone Users
📊 Addressable Worker Categories
32%
Construction
18%
Painting
15%
Plumbing
12%
Electrical
10%
Helpers
13%
Others
Business Model

Revenue Model 💰

Revenue StreamCustomerPricingProjected Monthly
📌 Per-Match FeeContractors / Homeowners₹49 per worker match₹2,45,000
📦 Builder SubscriptionConstruction Companies₹2,999/month (unlimited)₹1,50,000
🏢 Staffing Agency PlanStaffing Agencies₹10,000/month₹1,00,000
🏛️ Government PartnershipsMGNREGA / Skill IndiaData licensing + grants₹2,00,000
TOTAL PROJECTED (Year 1)₹6,95,000/mo
100% FREE for Workers — Combining Social Impact with Sustainable Business
Competitive Analysis

Competitive Advantage

FeatureUrban CompanyHousejoyRozgaarRadar ⭐
Target AudienceTrained professionalsTrained professionalsDaily wage / Unorganized labor
Smartphone Required?Yes ✅Yes ✅No — Basic phone works ❌
Internet Required?Yes ✅Yes ✅No — Missed call + SMS ❌
Service Cost₹3,000 - ₹8,000₹2,000 - ₹5,000₹500 - ₹1,000/day
Worker Commission20 - 30%15 - 25%0% — Workers are FREE
Geographic CoverageMetro cities only5-6 citiesAny city, town, or village
Implementation Plan

Development Roadmap

1
Week 1-2
Backend API
Database Design
Matching Engine
2
Week 3-4
React Dashboard
Job Posting UI
Worker Search
3
Week 5-6
IVR Integration
SMS Gateway
Voice AI (STT)
4
Week 7-8
Testing & QA
Pilot Launch
User Feedback
🛠️
Phase 1 — MVP
Web dashboard + IVR simulator + matching engine
IN PROGRESS
🚀
Phase 2 — Pilot
Single city launch, live Twilio IVR, real worker registrations
PLANNED
🌍
Phase 3 — Scale
Multi-city expansion, mobile app, government partnerships
FUTURE
🙏

Thank You!

"Connecting Every Hand to Work, and Every Work to a Hand"

📧
Contact
rozgaarradar@gmail.com
💻
Tech Stack
React + FastAPI + AI
🎯
Impact Goal
100,000 workers in Year 1

📡 RozgaarRadar — AI-Powered Daily Wage Job Matching via Missed Call