AI / ML
AI Resume Analyzer & Job Fit Scorer
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The Challenge
Problem & Objectives
Recruiters and job applicants struggle with opaque manual screening processes that fail to pinpoint exact skillset gaps.
The Engineering
Solution Overview
Functionality
Key Features & System Capabilities
Feature 1
Resume keyword extraction
Feature 2
Match score algorithm
Feature 3
Skill gap heat map
Feature 4
ATS compliance checklist
Technical Blueprint
System Diagrams & Architecture
NLP Processing Pipeline Diagram
Document parsing, keyword extraction, and job match scoring flow.
1. Document Upload
User submits resume text or file for parsing
2. NLP Keyword Extraction
Extracts technical skills, qualifications & experience
3. Target Role Comparison
Matches extracted terms against job description criteria
4. Score & Gap Analysis
Calculates % alignment and identifies missing keywords
5. Recommendation Report
Generates ATS feedback and optimization tips
Service Alignment
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