Live & iterating
May 2026 — Ongoing
AI-Driven Job Search Automation Stack
Next.js
Vercel
Convex
LLM
Cursor
Hermes Agent
End-to-end full-stack platform deployed on Vercel: stored postings → model scores → in-app ranking → shortlisting → LLM-drafted applications with human review. Streamlines daily hiring operations into a single, scalable product surface.
bolt
Pipeline
Postings ingestion → embeddings & scoring → ranking → LLM application drafts → reviewer surface.
construction
Build approach
Iterated tightly with Cursor and the Hermes Agent to keep data pipelines and product UI moving together.
trending_up
Next milestone
Evolve from a single-operator tool into a multi-user product.