AI Tool
AI Job Fit & Cover Letter System
Evaluate how my profile aligns with a specific role. The analyzer uses my indexed experience and project data to generate score, strengths, gaps, and practical next steps.
What it does
Analyzes job descriptions against my experience base and generates tailored application materials.
AI stack
- LLM-powered job description analysis
- RAG over portfolio, case studies, and CV data
- Context-aware cover letter generation
- Structured outputs for fit summaries and talking points
Why it matters
Shows how retrieval and grounded generation can turn unstructured hiring inputs into useful career tools.
Paste a job description to get a fit score, alignment strengths, gaps, and targeted recommendations.