AI ApplicationTechnical Project2025
AI Resume Analyzer
AI-driven tool to extract, parse, and evaluate candidate resumes against target job descriptions.
Technologies & Tools
TypeScriptNext.jsNode.jsLLM IntegrationTailwind CSS
Problem Statement
Recruiters and job applicants need structured parsing and objective skill matching between resumes and job specifications.
Role & Contributions
Full-Stack / AI Engineer. Implemented document parsing, structured LLM extraction, and match evaluation UI.
System Architecture & Design
Next.js / Node.js application integrating LLM APIs for structured JSON extraction and skill relevance scoring.
Key Engineering Decisions
- 1.Structured JSON schema outputs to enforce deterministic scoring formats from the language model.
Challenges Overcome
- Handling varied PDF and Word document formatting styles during text extraction.
Lessons Learned
- Schema-enforced LLM responses streamline downstream frontend rendering.
Results & Impact
- Automated extraction of resume skills and objective match scoring.