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Laravel & PHP March 2026 5 min read

Automated CV Parsing & Talent Matching Pipelines in Laravel & Node.js

How we architected intelligent resume parsing and candidate-job matching for 10+ production platforms at OyeLabs.

Laravel 11 Node.js MySQL REST APIs Automation

### The Challenge

Manual resume screening in recruitment portals creates bottlenecks and delays candidate responses.

The Solution

A queued processing pipeline combining Node.js parsing workers with Laravel database queues: 1. **Async Intake**: CV uploaded to cloud storage, triggering a background job. 2. **Intelligent OCR & Entity Extraction**: Extracting contact details, skills, years of experience, and past roles. 3. **Scoring Engine**: Matching extracted candidate vectors against active job specifications.

Written by Pranav Vishwakarma

Full-stack & AI Developer building production backends (Laravel, PHP, MySQL) and LLM pipelines.

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