AI-powered CV tailoring assistant — paste a job description, get 3 summary variants, paraphrased experiences, ATS score & PDF export. Human-in-the-loop, privacy-first. In development.
Job seekers waste hours rewriting their CV for each application; generic CVs fail ATS filters and don't match specific JDs.
Job seekers who want a tailored, ATS-friendly CV per application without losing control over the final wording.
Agentic pipeline on the Mastra framework: JD → 3 summary variants + experience paraphrasing + ATS scoring, with full human-in-the-loop editing, versioning, and one-click ATS-friendly PDF export.
Designing an HITL flow that keeps AI helpful but never final — plus Turborepo monorepo orchestration with pgvector.
Open source, in development. Demonstrates AI agent orchestration, RAG readiness (pgvector), and product thinking for a real job-seeker pain point.
