Project Relay
A recruiting platform for a remote-staffing agency: public apply links, AI screening of every applicant, a live pipeline board and a portal for the agency's own clients. I was the only engineer, end to end.
Confidential work for a remote-staffing agency. The name is a codename, and the screenshot has names, logos and people blurred.
- Year
- 2026
- Role
- Sole engineer, from the first commit to production
- Type
- Client work
- Built with
- React, Vite, Convex, OpenAI, Gemini, AWS, Sentry, Playwright
What I built
- Public apply links, with AI screening of every applicant's resume and intro video against a score bar, using OpenAI and Gemini.
- A live, multiplayer pipeline board from applied to placed, with interviews, assessments and offers.
- A client portal where the agency's customers review shortlists and give feedback.
- A data model of 145 tables on Convex, with background workflows, migrations and transactional email.
- A backfill and sync of the agency's history from its old tools, and a talent-pool search rebuilt so filters stay fast at that size.
- An in-app assistant that answers questions about the pipeline.
- Media on AWS S3 and CloudFront, error tracking in Sentry, analytics in PostHog, and end-to-end tests in Playwright.
What came of it
- About 280,000 applications in the system
- 1,201 commits from April to November 2026, all mine