Job Search Studio

Job Search Studio automates the parts of a job search that don't need a human: discovering new listings against a candidate's stated requirements, ranking them by fit, and tracking every application through to an outcome. It's built on NestJS with a full CQRS command/query split on the backend and an Angular front end, with a multi-provider AI router doing the requirement-matching and prioritization work.

The project shipped as a complete, defect-hardened SaaS app — discovery, ranking, resume/cover-letter generation, and application tracking all working end to end — after a dedicated defect-remediation and UX-compliance pass.