AI Resume Screener

An intelligent resume screening system that automates the first pass of candidate evaluation — parse, match, score, and rank applicants in seconds.

Resume Parsing:

• PDF, DOCX, and plain text support
• Extract structured data: name, email, phone, education, experience, skills
• Multi-language support (English, Spanish, French, German)
• Handle non-standard formats and creative resumes
• Bulk upload — process 500+ resumes at once

AI Matching:

• Match candidates against job description requirements
• Skill gap analysis — identify missing and bonus qualifications
• Experience level detection (junior/mid/senior/lead)
• Education requirement matching
• Keyword and semantic matching (not just exact text)

Scoring & Ranking:

• Configurable scoring weights per requirement
• Overall fit score (0–100) with breakdown
• Automatic shortlist generation (top N candidates)
• Side-by-side candidate comparison
• Bias detection flags for fair screening

Integration:

• ATS connectors: Greenhouse, Lever, Workable
• Email notifications for top candidates
• Export to CSV/Excel
• REST API for custom integrations
• Webhook triggers for workflow automation

Tech Stack:

• Python 3.11+ with FastAPI
• OpenAI GPT-4o for semantic analysis
• spaCy for NLP entity extraction
• PostgreSQL for candidate database
• React dashboard with kanban view
• Docker Compose deployment