Case StudiesJob Radar AI
HR Tech · AI platform · 2024
Job Radar AI
An AI career platform that matches candidates to better roles and helps them apply with sharper positioning.
- Client
- Job Radar AI
- Timeframe
- 11 weeks
- Primary outcome
- 2.6× qualified applications
2.6×
Qualified applications
−63%
Time to first match
+44%
Candidate retention
01 · Problem
What was holding the business back
Job seekers were drowning in generic listings and low-quality matches. They spent hours applying to roles that were a poor fit, while recruiters struggled to surface candidates who were actually ready.
02 · Solution
What we built to fix it
We built Job Radar AI around intelligent matching and guided action. Candidates get ranked opportunities, clear fit explanations, and application tools that improve quality — not just volume.
- 01Created an AI matching engine that scores role fit beyond keyword spam
- 02Designed a job feed with transparent reasons behind each recommendation
- 03Added application tracking so candidates know what to do next
- 04Built interview-prep and positioning helpers powered by AI
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03 · Technologies
The stack behind the product
Next.js
Python AI services
OpenAI APIs
PostgreSQL
Vector Search
TypeScript
Analytics
04 · Screenshots
Product moments from the live experience
05 · Results
Outcomes that mattered to the business
- Qualified applications
- 2.6×
- Time to first match
- −63%
- Candidate retention
- +44%
“Job Radar AI feels like a career co-pilot. SameerDev built something users trust — and the application quality jumped immediately.”
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