Rolesetu is a job application tool that scores any job against your resume, skill by skill, providing transparent proof from your resume. It shows your match score directly on job pages (Naukri, LinkedIn, Indeed), identifies missing keywords, and updates your resume PDF for specific jobs while maintaining the original design. It does not apply for you or add unearned skills.
An AI job-matching platform and Chrome extension that scores any job against your resume, skill by skill, with cited evidence, right beside the Apply button on LinkedIn, Naukri, Indeed and company career sites.
How it works
- Two-step Gemini pipeline: first extract the job's requirements, then judge each skill against the resume.
- Structured, validated outputs with Pydantic. Every verdict cites evidence by ID and the score is computed in code, so the model can't invent either.
- Resilient LLM client: model fallback chain, API-key rotation, backoff retries, timeouts, versioned prompts and prompt-injection guards.
Zero-cost local engine
A 235-skill taxonomy plus on-device sentence embeddings (MiniLM, cosine similarity) for matching without API calls. It can also edit the user's own resume PDF in place.
Backed by 372 automated tests.
Tech stack
TypeScript
React
Manifest V3Chrome Extension
Firefox Extension
Python
FastAPI
PostgreSQL
Next.jsJob SearchResume OptimizationAI-powered ScoringFull-stack DevelopmentWeb DevelopmentSoftware EngineeringBrowser Extension