# TalentLens AI

> TalentLens AI is an enterprise-grade, privacy-preserving resume screening engine built on the 100% Cloudflare Edge Ecosystem (Pages, Workers, D1, R2) with free Groq AI Inference ($0/month). It evaluates candidate resumes across 8 formats with an 8-layer anti-hallucination and temporal grounding engine.

TalentLens AI enables recruiters and hiring managers to instantly parse, ground, and score candidate resumes against target job descriptions in ~1.5–2.5 seconds without manual effort or per-token infrastructure expenses.

## Core Services & APIs
- [Resume Screening API](https://resume-screening-worker.keshavkejriwal5.workers.dev/api/screen): Primary endpoint for multi-format multipart resume upload and structured AI evaluation.
- [AI Job Description Generator](https://resume-screening-worker.keshavkejriwal5.workers.dev/api/generate-jd): Generates structured job descriptions and technical qualification requirements from role titles in ~1.2s.
- [Health Check API](https://resume-screening-worker.keshavkejriwal5.workers.dev/api/health): Worker runtime health status and diagnostic endpoint.

## Documentation & Architecture
- [System Architecture Specification](https://github.com/notkrishhh/Ai-resume-screening/blob/main/SYSTEM_DESIGN.md): Detailed architectural design, edge sequence flows, 8-layer guardrails, and database ER schemas.
- [Project Documentation & Setup](https://github.com/notkrishhh/Ai-resume-screening/blob/main/README.md): Comprehensive setup guide, feature breakdown, local development instructions, and multi-format benchmark matrix.
- [Production Web Application](https://talentlens-ai.pages.dev/): Live interactive web interface for candidate screening and talent acquisition.
- [GitHub Repository](https://github.com/notkrishhh/Ai-resume-screening): Full open-source codebase for Cloudflare Worker and React Pages.

## Agent Resources & Catalogs
- [AI Agent Resource Discovery Catalog](https://talentlens-ai.pages.dev/.well-known/ai-catalog.json): Machine-readable ARD manifest defining discoverable AI tools and endpoints.
- [Full LLMs Specification](https://talentlens-ai.pages.dev/llms-full.txt): Comprehensive technical prompt details, 8-layer guardrail instructions, and structured schemas.